processes

Article Process Modeling and Evaluation of Plasma-Assisted Production from

Evangelos Delikonstantis, Marco Scapinello and Georgios D. Stefanidis *

Process Engineering for Sustainable Systems (ProcESS), Department of Chemical Engineering, KU Leuven, Celestijnenlaan 200F, 3001 Leuven, Belgium; [email protected] (E.D.); [email protected] (M.S.) * Correspondence: [email protected]; Tel.: +32-16-32-10-07

 Received: 14 January 2019; Accepted: 28 January 2019; Published: 1 February 2019 

Abstract: The electrification of the petrochemical industry, imposed by the urgent need for decarbonization and driven by the incessant growth of renewable electricity share, necessitates electricity-driven technologies for efficient conversion of fossil fuels to chemicals. Non-thermal plasma reactor systems that successfully perform in lab scale are investigated for this purpose. However, the feasibility of such electrified processes at industrial scale is still questionable. In this context, two process alternatives for ethylene production via plasma-assisted non-oxidative methane coupling have conceptually been designed based on previous work of our group namely, a direct plasma-assisted methane-to-ethylene process (one-step process) and a hybrid plasma-catalytic methane-to-ethylene process (two-step process). Both processes are simulated in the Aspen Plus V10 process simulator and also consider the technical limitations of a real industrial environment. The economically favorable operating window (range of operating conditions at which the target product purity is met at minimum utility cost) is defined via sensitivity analysis. Preliminary results reveal that the hybrid plasma-catalytic process requires 21% less electricity than the direct one, while the electric power consumed for the plasma-assisted reaction is the major cost driver in both processes, accounting for ~75% of the total electric power demand. Finally, plasma-assisted processes are not economically viable at present. However, future decrease in electricity prices due to renewable electricity production increase can radically affect process economics. Given that a break-even electricity price of 35 USD/MWh (without considering the capital cost) is calculated for the two-step plasma process and that current electricity prices for some energy intensive industries in certain countries can be as low as 50 USD/MWh, the plasma-assisted processes may become economically viable in the future.

Keywords: electrified process; non-thermal plasma; non-oxidative methane coupling; process modeling; ethylene

1. Introduction In view of preventing a global temperature rise of 2 ◦C[1], efforts should be pursued to mitigate the greenhouse gas emissions (GHGs) [2]. Decarbonization of the chemical industry would majorly contribute to GHGs mitigation as approximately one quarter of the GHGs emitted worldwide result from industrial activity, with CO2 being the most abundant GHG [3]. In the chemical industry, significant CO2 emissions result from ethylene production, being the second most polluting high-volume commodity chemical after ammonia [4] and accounting for ~10% of the chemical industry GHGs [3]. Due to high GHGs share the ethylene industry possesses among the other chemical processes, decarbonization of ethylene production processes could significantly impact the chemical industry’s carbon footprint.

Processes 2019, 7, 68; doi:10.3390/pr7020068 www.mdpi.com/journal/processes Processes 2019, 7, 68 2 of 22

It has been estimated that technological advances in the chemical industry can lead up to a 25% reduction in energy intensity [5] and thereby lower GHGs. Deep decarbonization of the ethylene industry can only be achieved via carbon capture and storage, use of bio-based feedstock, increase in the recycling of plastics, and shifting to zero-carbon electricity [6–9]. However, the concurrent rapid cost reduction and the increasing prevalence of renewable electricity generation, mainly solar and wind, suggest that the latter path is the most promising one to reduce GHGs [3]. In conventional ethylene production process, GHGs are primarily sourced from the fuel and other off-gases (formed in ethylene production process), which are burned to provide the heat required for the oil-based feedstock cracking in high-temperature pyrolytic furnaces. Switching from the conventional thermally driven furnaces to electricity-driven reactors, and thus, from fuels combustion for heat generation to zero-carbon electricity for electron-impact reactions activation may be the solution towards CO2-neutral ethylene production. Plasma reactors are deemed as a promising alternative technology [10], avoiding the fuel combustion, and thus, GHGs. In plasma reactors, high energy electrons generated in the plasma zone effectively generate a large amount of chemically active species (radicals, ions, and excited species) via electron-molecule collisions, which can further form other species under mild temperature (<1000 ◦C) and pressure conditions (~1 bar). Moreover, plasma reactors are compatible with the renewable electricity generation technologies due to their fast response to fluctuating and intermittent electricity supply. Nanosecond pulsed discharge (NPD) reactors, a relatively new technology of non-equilibrium plasma, are currently of great interest due to their high energy efficiency [10]. Ethylene can be produced as major product from methane in NPD reactors: (i) In one-step process, operating at elevated pressures (5 bar) [11], (ii) in two-step process, at atmospheric pressure, employing hybrid plasma-catalytic reactors, in which the produced in the plasma zone is subsequently hydrogenated to ethylene by a catalyst placed in the post-plasma zone at no additional cost [12]; this is because both heat and required for the hydrogenation reaction are provided by methane cracking that takes place upstream, inside the plasma zone. Given the heat integration applied in the conventional thermally-driven ethylene production process, the replacement of thermal energy by electricity may necessitate further adaptations to downstream processes as less heat will be produced in the latter case; heat is used as hot utility in the separation units. Further, the relatively low maturity of some non-thermal plasma reactor technologies (successfully tested at lab scale, but not commercially available at large scale yet), the relatively high electricity prices and the uncertainty regarding long-term stability of plasma reactors performance may inhibit technology acceptance. Plant-wide process modelling of plasma-assisted processes at large scale can be used as a tool to (1) identify challenges arising from the integration of plasma reactors with existing downstream processing systems and cost drivers that should be further optimized, and (2) estimate total energy requirements. Nonetheless, works in this field are rather limited and are not relevant to ethylene production [13–16]. In this work, ethylene production via plasma-assisted non-oxidative methane coupling at kton scale is investigated. Two process alternatives are conceptually designed to deliver high purity ethylene (≥99% v/v): (i) A one-step plasma-assisted methane-to-ethylene route operating at 5 bar, and (ii) a hybrid plasma-catalytic methane-to-ethylene route operating at atmospheric pressure. The proof of concept of both processes has been successfully demonstrated in our lab [11,12]. Both process alternatives are simulated and also consider the technical limitations of the real industrial environment, while the economically favorable operating window (range of operating conditions at which the target product purity is met at minimum utility cost) is defined via sensitivity analysis using the Aspen Plus V10 process simulator. Heat integration is applied and the most energy intensive steps of the process are defined. Collectively, a thorough comparison between the two plasma-assisted processes is presented and conclusions on the feasibility of integration of a plasma reactor into a conventional ethylene production process flow diagram are drawn. Processes 2019, 7, 68 3 of 22

2. Plasma-Assisted Non-Oxidative Methane Coupling

Plasma-assisted non-oxidative CH4 coupling to C2H4 was first performed in a tubular reactor consisted of an inner, axial (2.2 mm diameter) copper-made wire which served as high voltage (HV) electrode and an outer, co-axial (7 and 10 mm internal and external diameter, respectively) stainless-steel tube which served as ground electrode (GE). The discharge gap (distance between the HV and GE electrodes) was 2.4 mm and the coaxial plasma reactor length was 25 cm. The plasma reactor was powered by a nanosecond pulsed power supply (NPG-24/2500, Megaimpulse Ltd., St. Petersburg, Russia) which was triggered by a waveform generator (33220A, Keysight Technology, Calabasas, CA, USA) at 3 kHz pulse frequency. High-voltage probes were employed to measure the applied voltage (P6015A, Tektronix, Berkshire, UK) and discharge current (CT-D-1.0, Magnelab, Longmont, CO, USA). A digital oscilloscope (Wavesurfer 10, Teledyne Lecroy, Chestnut Ridge, NY, USA) was also used to record voltage and current signals with a sampling frequency of 10 GS/s, whereas the discharge energy input was estimated as in Reference [17]. Three mass flow controllers (GF40 Series, Brooks Instrument, Hatfield, PA, USA) were employed to control reactants feed flowrates namely, CH4:H2 = 1:1 v/v mixture, C2H6 and CO2.H2 was cofed with CH4 to suppress carbon formation [11] and facilitate longer and stable operation, while C2H6 and CO2 were added to simulate shale gas composition. Detailed description of the experimental setup and plasma reactor performance optimization are reported in our previous works [11,12]. The numerous active species (ions, radicals and excited species) that are present in the plasma and the electron energy distribution within the plasma zone render the plasma chemistry complicated. Specifically, in (nanosecond) pulsed discharges, the distinction between radical species formation when the discharge is on, and recombination reactions evolution when the discharge is off, is possible. Thus, two different reaction schemes are usually developed (one for each phase) to describe the global reaction path [18,19]. Further, the plasma reactor pressure can significantly affect the discharge temperature. Elevated plasma reactor pressures lead to higher discharge temperatures [18], and subsequently, the final product distribution may change since recombination reactions constants change. It has been observed that when operating at ambient pressure, C2H2 was the major product through CH4 coupling to C2H6 in gas phase, followed by stepwise dehydrogenation of C2H6 to C2H2 (C2H6 → C2H5 → C2H4 → C2H3 → C2H2). C2H2 can further be hydrogenated to C2H4 downstream of the plasma zone using suitable catalyst (two-step process). When operating at higher pressures (>3 bar), C2H2 was formed via the same path but due to higher bulk gas temperature, gas phase CH4 coupling to C2H4 and C2H2 hydrogenation to C2H4, catalyzed by the plasma reactor HV copper-based electrode, were activated. Eventually, due to these two reaction paths, product selectivity was shifted from C2H2 to C2H4 at higher pressures (one-step process). The global non-oxidative methane coupling reaction mechanism in a nanosecond pulsed discharge reactor at different operating pressures is schematically presented in Figure1, while a detailed study and discussion can be found in our recently published work [18]. Processes 2019, 7, x FOR PEER REVIEW 4 of 23

(b)

Figure 1, while a detailed study and discussion can be found in our recently published work Processes[18]. 2019, 7, 68 4 of 22

(a)

(b)

Figure 1. Global non-oxidative methane coupling reaction mechanism in a nanosecond pulsed dischargeFigure 1. Global (NPD) non-oxidative reactor at (a) atmospheric methane coupling pressure reacti (two-stepon mechanism process; hydrogenationin a nanosecond catalyst pulsed used) dis- andcharge (b) (NPD) elevated reactor (5 bar) at pressure(a) atmospheric (one-step pressure process; (two-step only gas process; phase). Producthydrogenation selectivity catalyst is shifted used) from and (b) elevated (5 bar) pressure (one-step process; only gas phase). Product selectivity is shifted from C2H2 to C2H4 at higher pressure. C2H2 to C2H4 at higher pressure. 3. Process Model 3. Process Model Considering that plasma-assisted ethylene production processes have not been launched on a largeConsidering scale and that NPD plasma-assisted reactors are a relativelyethylene produc new technology,tion processes the dynamicshave not been of plasma launched reactors on a integratedlarge scale withand NPD other reactors downstream are a technologiesrelatively new used technology, in the process the dynamics are unknown. of plasma To deliver reactors a validinte- andgrated realistic with other plant-wide downstream process technologies model, the used state-of-the-art in the process technology are unknown. for ethylene To deliver separation a valid and purificationrealistic plant-wide is selected process for simulation. model, the Moreover, state-of-the-art it is the technology purpose of for this ethylene work to separation draw conclusions and puri- on thefication integration is selected of plasma for simulation. reactors Moreover, with the existing it is the ethylenepurpose productionof this work network. to draw conclusions The economically on the favorableintegration operating of plasma window reactors for with the the downstream existing ethylene processing production step is establishednetwork. The through economically sensitivity fa- analysis.vorable operating Further, window replacement for the of conventionaldownstream furnacesprocessing by step plasma is established reactors will through certainly sensitivity reduce theanalysis. heat generatedFurther, replacement in the process; of conventional this heat is furnaces further used by plasma in other reactors process will steps. certainly Therefore, reduce heat the integrationheat generated is applied. in the process; A fully this electrified heat is further refrigeration used in cycle other and proc processess steps. Therefore, are used heat as externalintegra- coldtion is and applied. hot utility, A fully respectively, electrified making refrigeration the new cycle process and process solely electricity-driven. water are used as external cold and hot utility, respectively, making the new process solely electricity-driven. 3.1. Modeling Inputs and Assumptions 3.1. ModelingWhile the Inputs simulation and Assumptions of all process steps involved in plasma-assisted ethylene production are basedWhile on experimental the simulation data of published all process in steps the literature involved and in plasma-assisted chemical and thermodynamic ethylene production equilibria, are thebased process on experimental model development data published and in the the mass literature and energyand chemical balance and calculation thermodynamic for both equilibria, process alternativesthe process model (Supplementary development Material; and the Tablemass S2and and energy Table balance S7) are calculation based on for the both following process design alter- inputsnatives and (Supplementary assumptions: Material; Table S2 and Table S7) are based on the following design inputs and assumptions: - Shale gas, a major source of natural gas rich-in methane, is considered as the main feedstock - Shalefor ethylene gas, a major production. source of The natural composition gas rich-in of me shalethane, gas is variesconsidered depending as the main on the feedstock extraction for ethyleneregion [20 production.], thus a stream The composition containing 79%of shale CH4 ,ga 15%s varies C2H 6depending, 3% CO2, andon the 3% extraction H2O on a region molar [20],basis thus is considered a stream containing as feedstock 79% for CH the4, simulation. 15% C2H6, 3% N2 andCO2, H and2Simpurities 3% H2O on are a notmolar taken basis into is consideration since they are usually present in negligible amounts. The plasma activity and high dilution with H2 (CH4:H2 = 1:1 mol) in the inlet plasma reactor stream guarantee that the feed stream meets the pipeline, safety, and quality standards [21,22]. - Oil, natural gas liquids (NGLs), and most of the water, which natural gas is mixed with in the reservoir, are most often separated in equipment installed at or near the wellhead. Therefore, Processes 2019, 7, 68 5 of 22

system boundaries include the dehydration step required prior to the plasma reactor and the plasma-assisted ethylene production process itself. Unlike the thermally driven processes, gas sweetening is not required since plasma reactors operation is robust in CO2 and other impurities presence. In addition, the concentration of impurities may be reduced via electron-impact Processesdissociation 2019, 7, x FOR reactions PEER REVIEW occurring in the plasma zone [23]. 5 of 23 - The Peng-Robinson (PR) equation of state is employed to calculate the vapor-liquid equilibria andconsidered the chemical as feedstock compounds for the thermodynamic simulation. N2 properties. and H2S impurities The PR equation are not istaken commonly into considera- applied totion hydrocarbon since they are mixture usually systems present andin negligible are specifically amounts. used The for plasma hydrocarbon activity and fluids high found dilution in undergroundwith H2 (CH4 reservoirs:H2 = 1:1 mol) [24]. in the inlet plasma reactor stream guarantee that the feed stream - Themeets reactants the pipeline, conversion safety, and and productsquality standards selectivity [21,22]. set in the simulation of plasma reactors for - bothOil, natural process gas alternatives liquids (NGLs), are based and onmost linear of the extrapolation water, which of natural the experimental gas is mixed data with shown in the inreservoir, Figure2 .are The most experiments often separated reported in equipment in our previous installed works at or [ 11 near] and the [12 wellhead.] were repeated Therefore, by co-feedingsystem boundaries C2H6 and include CO2, the the most dehydration important step compounds, required after prior methane, to the plasma in shale reactor gas reservoirs, and the toplasma-assisted simulate a more ethylene realistic production case. A feed process stream itse containinglf. Unlike 82% the CH thermally4, 15% C driven2H6, and processes, 3% CO2 gason asweetening molar basis, is not which required is aligned since with plasma the compositionreactors operation attained is robust after thein CO dehydration2 and other unit impurities in the simulation,presence. In was addition, fed into the the concentration NPD reactor. of The impu plasma-assistedrities may be reactionreduced was via runelectron-impact at the optimum dis- operatingsociation reactions window, occurring as is also in defined the plasma in the zone reference [23]. works [11,12]. No essential differences - areThe observed Peng-Robinson in the NPD(PR) reactorequation performance of state is em afterployed C2H to6 andcalculate CO2 addition.the vapor-liquid Moreover, equilibria C2H6 andand COthe 2chemicalconcentrations compounds decrease thermodynamic as they are cracked properties. in the The plasma PR equation zone. CH is commonly4,C2H6, and applied CO2 conversionsto hydrocarbon of ~35%, mixture ~60%, systems and ~25%,and are respectively, specifically and used C 2forH4 hydrocarbonselectivity of fluids ~54% found are attained in un- inderground the one-step reservoirs process [24]. consuming ~2020 kJ/molC2H4 electric energy. CH4,C2H6, and CO2 - conversionsThe reactants of conversion ~33%, ~45%, and and products ~25%, respectively, selectivity andset in C 2theH4 selectivitysimulation of of ~74% plasma are reactors attained for in theboth two-step process processalternatives consuming are based ~1642 on linear kJ/mol extrC2H4apolationelectric energy.of the experimental data shown in

(a) (b)

- FigureFigure 2. 2NPD. The reactor experiments performance, reported by means in our of CHprevious4 conversion works and [11] C2 andselectivity, [12] were when repeated CH4 with by co- C2H6 and CO2 (to simulate shale gas composition) is used as feedstock: (a) NPD reactor performance feeding C2H6 and CO2, the most important compounds, after methane, in shale gas reservoirs, to when operating at 5 bar (one-step); and (b) hybrid (NPD) plasma-catalytic reactor performance at simulate a more realistic case. A feed stream containing 82% CH4, 15% C2H6, and 3% CO2 on a atmospheric pressure (two-step). The results correspond to the first operating cycle in which the reactor molar basis, which is aligned with the composition attained after the dehydration unit in the is clean, i.e., before the first decoking operation. simulation, was fed into the NPD reactor. The plasma-assisted reaction was run at the optimum However,operating carbonwindow, formed as is also and defined deposited in the on refe therence electrodes works over[11,12]. time No gradually essential differences decreases the are 2 6 2 2 6 2 NPDobserved reactor performance, in the NPD reactor mainly performance affecting CH after4 conversion. C H and CO Thus, addition. lower C Moreover,2H4 yields C areH attained and CO overconcentrations the course of reactordecrease operation, as they are as cracked shown in inthe Figure plasma3, zone. until CH the4, reactorC2H6, and is CO cleaned2 conversions again. of ~35%, ~60%, and ~25%, respectively, and C2H4 selectivity of ~54% are attained in the one-step In order for a realistic simulation, a decreased ethylene yield by one-third (lower CH4 conversion process consuming ~2020 kJ/molC2H4 electric energy. CH4, C2H6, and CO2 conversions of ~33%, by 33%, but constant C2 selectivity) is considered, as compared to the actual ethylene yield shown in Figure~45%,2 corresponding and ~25%, respectively, to the first operating and C2H4 cycle selectivity in which of ~74% the reactor are attained is clean, in the i.e., two-step before the process first decokingconsuming operation. ~1642 kJ/molC2H4 electric energy.

Processes 2019, 7, 68 6 of 22 Processes 2019, 7, x FOR PEER REVIEW 7 of 23

FigureFigure 3. Temporal 3. Temporal evolution evolution of ethylene of ethylene yield yield in the in theNPD NPD reactor. reactor. Carbon Carbon formation formation and and deposition deposition

on theon theelectrodes electrodes results results in decrease in decrease in ethylene in ethylene yield, yield, mainly mainly due due to CH to CH4 conversion4 conversion decrease. decrease.

SinceSince not not all allhydrocarbons hydrocarbons produced produced in in the the plas plasmama zone zone have have been been identified identified and quantified,quantified, the theremaining remaining carbon carbon lack lack is is solely solely attributed attributed to to carbon carbon formation. formation. In In the the case case of of C C2H2H66and and COCO22 addition,addi- tion,C 2CH2H6 is6 is both both the the reactant reactant and and product. product. However, However, it it is is only only considered considered as as a reactanta reactant in in the the simulation simu- lationas theas the amount amount that that is co-fed is co-f ised one is one order order of magnitude of magnitude higher higher than than that that produced produced in the in NPDthe NPD reactor. reactor.The The amount amount of C of2H C42Hcontained4 contained in thein the recycling recycling stream stream is is assumed assumed to to be be cracked cracked to to C C(s)(s) and H 2 in in orderorder to be consistentconsistent withwith thethe experiments experiments performed performed with with CH CH4 containing4 containing C 2CH2H6 and6 and CO CO2.2 CO. CO2 and2 andC C2H2H6 6are are cracked cracked to to CO CO and and C C2H2H44 withwith 100%100% selectivityselectivity ininthe thesimulation. simulation. Collectively,Collectively, the the reactions reac- tionspresented presented in in Table Table1 are 1 are considered considered for for the the simulation. simulation. The The respective respective fractional fractional conversion conversion that that was wasset set in in the the reactor reactor model model to to simulate simulate the the experimental experimental results results is is also also presented presented in in Table Table1. 1.

TableTable 1. Reactions 1. Reactions and and fractional fractional conversion conversion considered considered in the in thesimulation. simulation.

Reaction ReactionFractional Fractional Conversion Conversion (%) (%) One-StepOne-Step Two-Step Two-Step → 2CH4 → C2CH2H4 +4 2HC2 2H4 + 2H2 12.8 12.8 17.5 17.5 (1) 2CH4 → C2H2 + 3H2 0.3 0.3 2CH4 → C2H2 + 3H2 0.3 0.3 (2) 2CH4 → C2H6 + H2 1.8 1.2 2CH4 → C2H6 + H2 1.8 1.2 (3) CH4 → C(s) + 2H2 10.3 2.8 ¥ CH4 → CC(s)2H +4 2H→22C (s) + 2H2 10.3 100.0 2.8 100.0 (4) C2H4 → 2CC(s)2 H+ 62H→2 C¥ 2H4 + H2 100.0 50.0 100.0 45.0 (5) CO → CO + 1/2O 20.0 20.0 C2H6 → C2H4 2+ H2 2 50.0 45.0 (6) ¥ CO2 → CO Reaction+ ⅟2O2 only for C2H20.04 contained in the recycle 20.0 steam. (7)

¥ Reaction only for C2H4 contained in the recycle steam. - The stochiometric reactor (RSTOIC) model is used to simulate the plasma reactor at steady - Thestate stochiometric in the Aspen reactor Plus (RSTOIC) process model simulator is used (Versionto simulate 10, the AspenTech, plasma reactor Bedford, at steady MA, state USA) in thesince Aspen the stoichiometryPlus process simula and molartor (Version extent 10, of Aspe the reactionsnTech, Bedford, taking placeMA, USA) have since been the defined stoi- by chiometrythe experiments. and molar extent of the reactions taking place have been defined by the experiments. - - NumberingNumbering up upthe thesmall-scale small-scale NPD NPD reactors reactors is foreseen is foreseen as the as themost most possible possible way way to achieve to achieve higherhigher capacities. capacities. Current Current industrially industrially launched launched plasma plasma reactors reactors are arebased based on this on thisapproach approach [25]. [25 ]. Therefore,Therefore, linear linear extrapolation extrapolation of the of experiment the experimentalal data is data considered is considered a valid aassumption. valid assumption. The 4 reactorThe feed reactor used feed in the used simulation in the simulation corresponds corresponds to a rate to ~10 a rate4 higher ~10 thanhigher the than one thetested one in tested our in experiments.our experiments. Given that Given the thatindustrially the industrially launched launched units can units host cana bundle host a of bundle ~750 plasma of ~750 reac- plasma tors,reactors, nine units nine placed units in placed parallel inparallel would satisfy would the satisfy selected the selected capacity. capacity. - - EthyleneEthylene for polymers for polymers production production is aimed is aimed to be to produced be produced via viathe theplasma plasma-assisted-assisted process; process; thus, thus, polymer-gradepolymer-grade ethylene ethylene (≥99% (≥99% mol molpurity purity [26]) [ 26is ])delivered. is delivered. - - WhileWhile polymerization polymerization is hardly is hardly activated activated at atmild mild temperature temperature conditions conditions in in the the absence absence of of cata- catalyst, lyst,compressors compressors outlet outlet stream stream temperature temperature does does not not exceed exceed 120 120◦C °C to to prevent prevent olefins olefins polymerization. polymer- ization.

Processes 2019, 7, 68 7 of 22

Processes 2019, 7, x FOR PEER REVIEW 8 of 23 - Compressors inlet stream is free of carbon particles to prevent cylinder lubrication removal and - Compressors inlet stream is free of carbon particles to prevent cylinder lubrication removal and excessive wear [21]. Moreover, neither condensates, nor liquids are contained to avoid major excessive wear [21]. Moreover, neither condensates, nor liquids are contained to avoid major compressor damages (i.e., slug flow, carryover from interstage coolers and flow changes [27]) and compressor damages (i.e., slug flow, carryover from interstage coolers and flow changes [27]) valves failure [28]). and valves failure [28]). - Liquified shale gas of −162 ◦C is used as cooling medium, which turns to the gas phase after - Liquified shale gas of −162 °C is used as cooling medium, which turns to the gas phase after heat heat exchange with the hot streams. To maintain sufficient heat exchange rates, temperatures exchange with the hot streams. To maintain sufficient heat exchange rates, temperatures <−125 <−125 ◦C are never reached. °C are never reached. TakingTaking into into account account the the scope scope of of the the current current work work and and the the abovementioned abovementioned assumptions, assumptions, the the processprocess development development of both of both plasma-assisted plasma-assisted proces processs alternatives alternatives is based is based on the on block the blockdiagram diagram pre- sentedpresented in Figure in Figure 4. The4 .block The diagram block diagram simply desc simplyribes describes the basic theprocess basic steps process involved steps in involved polymer- in gradepolymer-grade ethylene production ethylene production from shale fromgas employing shale gas employingNPD reactors. NPD reactors.

FigureFigure 4. 4.SimplifiedSimplified block block diagram diagram of ofboth both plasma-assis plasma-assistedted ethylene ethylene production production processes. processes. The The basic basic processprocess steps steps required required to todeliver deliver polymer-grade polymer-grade ethylene ethylene and and the the basic basic chemical chemical compounds compounds handled handled in ineach each step step are are presented. presented.

WhileWhile most most of ofthe the free free water water coming coming from from the the hy hydraulicdraulic fracturing fracturing extraction extraction process process [29] [29 is] is removedremoved by by simple simple separation separation methods methods at atthe the wellhead, wellhead, raw raw shale shale gas gas delivered delivered as as feedstock feedstock still still containscontains water water vapor vapor dissolved dissolved in in natural natural gas gas [30]. [30 ].Therefore, Therefore, a dehydration a dehydration step step is isusually usually involved involved inin the the pre-processing pre-processing of of the the extracted extracted shale shale gas gas to to remove remove the the remaining remaining water water content content and and increase increase thethe gas gas heating heating value. value. Triethylene Triethylene glycol glycol (TEG) (TEG) is isused used as as a dehydration a dehydration agent agent [31]. [31 ].The The dehydrating dehydrating processprocess step step is ispresented presented in in Figure Figure 5a.5a. The The wet wet shale shale gas, gas, which which enters enters from from the the bottom bottom of of the the absorber absorber towertower T-101, T-101, comes comes into into contact contact with with the the lean lean (pur (pure)e) TEG, TEG, which which enters enters from from the the top top and and flows flows down, down, counter-currentlycounter-currently to tothe the wet wet gas gas flow. flow. The The water water is absorbed is absorbed by the by TEG, the TEG,while while the free-of-water the free-of-water gas escapesgas escapes from the from top the and top is andsubsequently is subsequently fed into fed th intoe plasma the plasma reactor. reactor. The absorber The absorber operates operates at 5 bar at to5 enhance bar to enhance mass transfer. mass transfer. The rich The TEG rich is TEG stripped is stripped of the of water the water in the in thestripping stripping column column T-102 T-102 at at atmosphericatmospheric pressure pressure and and the the lean lean TEG TEG is is recycled recycled to to the the absorber. absorber. A TEG make-up streamstream isis addedadded to toreplace replace thethe amountamount ofof TEG lost in the the stripping stripping unit. unit. The The hot hot regenerated regenerated lean lean TEG TEG exchanges exchanges heat heat withwith the the rich rich TEG TEG that that flows flows out out of of the the absorber absorber prior prior to tothe the stripper. stripper. Mass Mass and and energy energy balance balance of ofthe the dehydrationdehydration unit unit are are presented presented in in Supplementary Supplementary Material; Material; Table Table S1. S1. InIn both both plasma-assisted plasma-assisted processes, processes, water water is isused used as as external external hot hot utility utility since since the the supplied supplied and and ◦ ◦ targetedtargeted process process streams streams temperatures temperatures are are below 00 °C.C. TheThe waterwater is is supplied supplied at at 25 25C °C and and a temperaturea temper- ◦ aturedecrease decrease of 5of C5 °C is consideredis considered in in the the simulation. simulation. The low low temperatures temperatures required required in in cryogenic cryogenic separationsseparations in inboth both process process alternatives alternatives are are attain attaineded through through refrigeration refrigeration cycles cycles utilizing utilizing shale shale gas gas asas a arefrigeration refrigeration medium. medium. The The refrigeration refrigeration cycle cycle is ispresented presented in in Figure Figure 5b.5b. An An auxiliary auxiliary shale shale gas gas ◦ streamstream is iscompressed compressed at at 60 60 bar bar and and cooled cooled down down to to −28−28 °C Cbefore before it itexpands expands back back to to atmospheric atmospheric ◦ pressurepressure [32]. [32 ].A Acold cold liquified liquified shale shale gas gas stream stream of of −162−162 °C Cis isattained attained through through this this operation operation and and is is furtherfurther used used as as coolant coolant in in the the process. process. The The gaseous gaseous auxiliary auxiliary shale shale gas gas stream stream (after (after the the contact contact with with thethe process process streams) streams) is isrecycled recycled to to the the compressor. compressor.

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(a) (b)

FigureFigure 5 5.. SupplementarySupplementary processes processes required required in in shale gas plasma-assisted conversion conversion to to ethylene: ethylene: ( (aa)) ShaleShale gas gas dehydration process process step; step; and and ( (bb)) refrigeration refrigeration cycle cycle to to provide provide the the required required cold cold utility utility utilizingutilizing shale gas as a refrigerant.

3.2.3.2. One-Step One-Step Process Process The process flow diagram (PFD) of the one-step plasma-assisted process, which delivers ProcessesThe process2019, 7, x FOR flow PEER diagram REVIEW (PFD) of the one-step plasma-assisted process, which delivers10 of poly- 23 mer-gradepolymer-grade ethylene ethylene from from shale shale gas, gas, is presented is presented in inFigure Figure 6.6 The. The free-of-water free-of-water shale shale gas gas coming coming outout ofof reclaimedthe the dehydration dehydration at the bottom. unit unit is is fed fedFinally, in in the the C 2nanosecondH nanosecond4 is fed to the pulsed pulsed purifier discharge discharge in which reactor reactor polymer-grade (NPD-R) (NPD-R) Cwhich which2H4 is operates operatesattained at at 55 bar.after bar. The Thean intensive NPD-R NPD-R effluent, effluent,cryogenic composedcomposed separation. ofof The CHCH 4purifier4,H, H22,C, C 2economically2H66,,C C2H4,,C C2 2HfavorableH22, ,CO CO2,2 , CO,operating CO, O O2,2 ,and and conditions C(s), C(s), is is drivenand driven toto designthe the washing washing are discussed column column in T-201 T-201 Section in which 3.2.1. solid carbon and possibly higher hydrocarbonshydrocarbons areare removed.removed. The free-of-solids gas stream exits from the top of T-201 and is compressed up to 31 bar to facil- itate CH4 and H2 reclaim [33]. A three-stage compression is employed: 5 to 12, 12 to 23, and 23 to 31 bar at the first (C-201), second (C-202) and third (C-203) stage, respectively. The intercoolers (HEX- 201, HEX-202 and HEX-203) maintain the gas temperature below 120 °C to inhibit possible olefins polymerization. The formed CO and unreacted CO2 are removed in the caustic tower (T-202). Aqueous NaOH solution (22 wt% [34]) comes into contact with the gas stream, which enters from the bottom, as it flows down and reacts with CO and CO2, according to the following chemical reactions:

2NaOH + CO2 → Na2CO3 + H2O (8) NaOH + CO → HCOONa (9)

Na2CO3, which can also be formed by HCOONa dissociation [35], also reacts with CO to form Na2C2O4. For simplicity of the simulation, only the abovementioned reactions are considered. In the same unit, the free-of-acid gases stream is further deoxygenated [36] and the clean gas escapes from the caustic tower top. The clean gas stream is cooled in HEX-204 down to −115 °C and liquified prior to de-methanizer (T-203), in which CH4 and H2 are separated from the C2 species. The established economically favor- able design and operating window of the de-methanizer is explicitly discussed in Section 3.2.1. The top product, rich in CH4 and H2, is driven through a pressure swing adsorption (PSA) unit to remove a partFigure ofFigure H2 6. [37]6.Process Process prior flow flow to diagramits diagram recycling ofof thethe to one-stepone-step the NPD-R. plasma-assistedplasma The-assisted H2 amountpolymer-grade polymer-grade removed ethylene ethylene in PSA production production unit is set in process employing an NPD reactor (NPD-R) operating at elevated pressure (5 bar). such processa way that employing CH4:H an2 = NPD 1:1 (on reactor molar (NPD-R) basis) operating in the NPD-R at elevated feed pressurestream, (5after bar). CH4 and H2 recycling and mixing with fresh dehydrated shale gas. A turbine is also used to produce work from the gas 3.2.1. Process Design of the One-Step Process expansionThe free-of-solids of the recycle gasstream. stream A purge exits fromstream the prevents top of any T-201 ch andemical is compressedsubstance accumulation. up to 31 bar to facilitate CH and H reclaim [33]. A three-stage compression is employed: 5 to 12, 12 to 23, and 23 TheEconomically de-methanizer4 favorable2 bottom equipment product, rich design in C (min2 species,imum is requireddriven to stage de-ethanizer number) (T-204) and operating to reclaim to 31 bar at the first (C-201), second (C-202) and third (C-203) stage, respectively. The intercoolers C2Hwindow4. The established(reflux ratio andeconomically operating pressure)favorable of design the three and columns operating (de-methanizer, window of de-ethanizer,the de-ethanizer and is purifier), required to attain polymer-grade C2H4 as final product, are established via sensitivity anal- explicitly discussed in Section 3.2.1. Ethylene of 92.3% purity is attained as top product while C2H6 is yses. Maximum C2H4 reclaim ratio (C2H4 reclaimed after the separation/C2H4 produced in NPD-R),

>99% C2H4 purity and minimum hot and cold utilities requirement are set as key performance indi- cators (KPIs). Elevated reflux ratios promote higher separation efficiency by means of C2H4 reclaim and purity. The condensed C2H4 that flows back to the column directly affects the column temperature profile: Higher C2H4 reflux ratios impose (1) higher temperatures in the column stripping section, which sub- sequently lead to decreased C2H4 (volatile compound) condensation rates (lesser C2H4 ends up in the bottom stream; higher C2H4 reclaim); (2) lower temperatures in rectifying column section which sub- sequently lead to enhanced C2H6 (heavy compound) condensation rates (lesser C2H6 ends up in the top stream; higher C2H4 purity). A relevant example of the one-step de-methanizer temperature pro- file at different reflux ratios is presented in the Supplementary Material; Figure S1. Higher reflux ratios also promote higher contact times between vapor and liquid phases, enhancing heat and mass transfer rates, and thus, further improving the separation efficiency. However, when the reflux ratio exceeds a certain value, no substantial differences in column temperature profile are imposed, as shown in Supplementary Material; Figure S1 for reflux ratios >0.8. Considering that the separation degree is driven by the vapor-liquid equilibrium (VLE), which only depends on the temperature for a certain mixture and fixed pressure, changes in VLE equilibrium, and consequently, in vapor and liquid phase composition will be trivial for reflux ratios >0.8, only marginally affecting the separation efficiency. In addition, high reflux ratios are associated with high liquid and vapor amounts that may cause operation problems, such as flooding or weeping. Finally, high reflux ratios increase the re- boiler and condenser heat duty, increasing the separation cost.

Processes 2019, 7, 68 9 of 22

(HEX-201, HEX-202 and HEX-203) maintain the gas temperature below 120 ◦C to inhibit possible olefins polymerization. The formed CO and unreacted CO2 are removed in the caustic tower (T-202). Aqueous NaOH solution (22 wt% [34]) comes into contact with the gas stream, which enters from the bottom, as it flows down and reacts with CO and CO2, according to the following chemical reactions:

2NaOH + CO2 → Na2CO3 + H2O (1)

NaOH + CO → HCOONa (2)

Na2CO3, which can also be formed by HCOONa dissociation [35], also reacts with CO to form Na2C2O4. For simplicity of the simulation, only the abovementioned reactions are considered. In the same unit, the free-of-acid gases stream is further deoxygenated [36] and the clean gas escapes from the caustic tower top. The clean gas stream is cooled in HEX-204 down to −115 ◦C and liquified prior to de-methanizer (T-203), in which CH4 and H2 are separated from the C2 species. The established economically favorable design and operating window of the de-methanizer is explicitly discussed in Section 3.2.1. The top product, rich in CH4 and H2, is driven through a pressure swing adsorption (PSA) unit to remove a part of H2 [37] prior to its recycling to the NPD-R. The H2 amount removed in PSA unit is set in such a way that CH4:H2 = 1:1 (on molar basis) in the NPD-R feed stream, after CH4 and H2 recycling and mixing with fresh dehydrated shale gas. A turbine is also used to produce work from the gas expansion of the recycle stream. A purge stream prevents any chemical substance accumulation. The de-methanizer bottom product, rich in C2 species, is driven to de-ethanizer (T-204) to reclaim C2H4. The established economically favorable design and operating window of the de-ethanizer is explicitly discussed in Section 3.2.1. Ethylene of 92.3% purity is attained as top product while C2H6 is reclaimed at the bottom. Finally, C2H4 is fed to the purifier in which polymer-grade C2H4 is attained after an intensive cryogenic separation. The purifier economically favorable operating conditions and design are discussed in Section 3.2.1.

3.2.1. Process Design of the One-Step Process Economically favorable equipment design (minimum required stage number) and operating window (reflux ratio and operating pressure) of the three columns (de-methanizer, de-ethanizer, and purifier), required to attain polymer-grade C2H4 as final product, are established via sensitivity analyses. Maximum C2H4 reclaim ratio (C2H4 reclaimed after the separation/C2H4 produced in NPD-R), >99% C2H4 purity and minimum hot and cold utilities requirement are set as key performance indicators (KPIs). Elevated reflux ratios promote higher separation efficiency by means of C2H4 reclaim and purity. The condensed C2H4 that flows back to the column directly affects the column temperature profile: Higher C2H4 reflux ratios impose (1) higher temperatures in the column stripping section, which subsequently lead to decreased C2H4 (volatile compound) condensation rates (lesser C2H4 ends up in the bottom stream; higher C2H4 reclaim); (2) lower temperatures in rectifying column section which subsequently lead to enhanced C2H6 (heavy compound) condensation rates (lesser C2H6 ends up in the top stream; higher C2H4 purity). A relevant example of the one-step de-methanizer temperature profile at different reflux ratios is presented in the Supplementary Material; Figure S1. Higher reflux ratios also promote higher contact times between vapor and liquid phases, enhancing heat and mass transfer rates, and thus, further improving the separation efficiency. However, when the reflux ratio exceeds a certain value, no substantial differences in column temperature profile are imposed, as shown in Supplementary Material; Figure S1 for reflux ratios >0.8. Considering that the separation degree is driven by the vapor-liquid equilibrium (VLE), which only depends on the temperature for a certain mixture and fixed pressure, changes in VLE equilibrium, and consequently, in vapor and liquid phase composition will be trivial for reflux ratios >0.8, only marginally affecting Processes 2019, 7, x FOR PEER REVIEW 11 of 23

In an effort to avoid high reflux ratios, a sensitivity analysis is performed and presented in Figure 7a: The impact of de-methanizer reflux ratio on C2H4 reclaim and purity as well as re-boiler and con- denser heat duty is studied. A reflux ratio within the range 0.6–0.8 is considered economically pref- erable. Below that range, low C2H4 reclaim and purity are attained. Higher than this range, reflux ratios result in slightly higher C2H4 reclaim and purity, but significantly higher condenser and re- boiler heat duties. For instance, when operating at reflux ratio three instead of 0.8, an increase of 0.05% and 0.12% in C2H4 reclaim and purity is attained, respectively, consuming 2.5 and 2.7 times more cold and hot utility, respectively, as shown in Figure 7a (the marginal C2H4 reclaim and purity increaseProcesses 2019when, 7, 68operating reflux ratio >0.8 is not clear due to axis scale). The same trends have 10also of 22 been observed as relevant for cryogenic distillation design works [38,39]. theSeparation separation efficiency efficiency. is In also addition, affected high by the reflux number ratios of are stages associated used in with the separation high liquid unit and since vapor higheramounts contact that times may causebetween operation the vapor problems, and the suchliquid as phase flooding are achieved. or weeping. For Finally, compounds high refluxwith close ratios relativeincrease volatilities the re-boiler (like and in the condenser current heatcase), duty, a high increasing number the of stages separation is required, cost. which directly im- pacts theIn ancolumn effort capital to avoid cost high [39]. refluxIn order ratios, to identify a sensitivity an economically analysis is favorable performed design, and presentedthe impact in of stages number on C2H4 reclaim and purity was also studied. An increase in the number of stages Figure7a: The impact of de-methanizer reflux ratio on C 2H4 reclaim and purity as well as re-boiler resultsand condenser in higher heatC2H duty4 reclaim is studied. and purity, A reflux as shown ratio within in Figure the range 7b. However, 0.6–0.8 is beyond considered the economically15th stage, only marginal improvements in C2H4 reclaim and purity are attained (0.001% increase by adding 25 preferable. Below that range, low C2H4 reclaim and purity are attained. Higher than this range, reflux stages more). Vapor and liquid phase compositions are very close to the equilibrium for the given ratios result in slightly higher C2H4 reclaim and purity, but significantly higher condenser and re-boiler operatingheat duties. conditions, For instance, and whenthus, additional operating atstages reflux do ratio not three significantly instead ofenhance 0.8, an increasethe separation, of 0.05% but and increase the column capital cost, eventually increasing the specific cost of the separation. Finally, a 0.12% in C2H4 reclaim and purity is attained, respectively, consuming 2.5 and 2.7 times more cold and fifteen-stage column (T-203) operating at 31 bar [33] with reflux ratio 0.8 is selected for CH4 and H2 hot utility, respectively, as shown in Figure7a (the marginal C 2H4 reclaim and purity increase when reclaim.operating reflux ratio >0.8 is not clear due to axis scale). The same trends have also been observed as relevant for cryogenic distillation design works [38,39].

(a) (b)

FigureFigure 7. 7.EconomicallyEconomically favorable favorable design design and and operating operating window window for for the the de-methanizer de-methanizer of ofthe the one-step one-step

processprocess with with respect respect to to C2 CH24H reclaim4 reclaim and and purity purity maximization maximization and and hot hot and and cold cold utilities utilities minimization: minimization: (a()a Selected) Selected reflux reflux ratio; ratio; and and (b ()b minimum) minimum stage stage number. number.

EconomicallySeparation efficiency favorable is values also affected for the byone-step the number process of de-ethanizer stages used in(T-204) the separation reflux ratio, unit stage since number,higher contactand operating times betweenpressure theare vapordefined and via thethe liquidsensitivity phase analysis are achieved. presented For in compoundsFigure 8. Oper- with atingclose at relative reflux ratio volatilities 6, 94% (like and in92% the C current2H4 reclaim case), and a high purity number are attained, of stages respectively, is required, whichwhereas directly hot andimpacts cold utility the column demand capital remains cost [relatively39]. In order low to (Figur identifye 8a). an Further economically reflux favorableratio increase design, (i.e., the operat- impact ingof at stages 10) does number not onsignificantly C2H4 reclaim affect and the purity column was temperature also studied. (consequently An increase innot the VLE number either), of stagesthus improvementsresults in higher in C C22HH44 reclaimreclaim and and purity purity, are as showntrivial (when in Figure operating7b. However, at reflux beyond ratio the10, 15thinstead stage, of 6.0, only C2marginalH4 reclaim improvements and purity increase in C2H4 byreclaim 0.6%,and while purity 66.5% are and attained 66% more (0.001% hot increase and cold by utility adding demand, 25 stages respectively,more). Vapor are and required). liquid phase Stages compositions addition significantly are very close affects to the the equilibrium purity of C for2H the4 obtained given operating as top product.conditions, Beyond and the thus, 25th additional stage, no stagessubstantial do not C2 significantlyH4 purity increase enhance is attained, the separation, as presented but increase in Figure the 8b,column since vapor capital and cost, liquid eventually compositions increasing approach the specific the thermodynamic cost of the separation. limit and Finally, the separation a fifteen-stage driv- ingcolumn force considerably (T-203) operating drops. at Only 31 bar 0.03% [33] withincrease reflux in C ratio2H4 purity 0.8 is selected is attained for by CH adding4 andH 252 morereclaim. stages. The columnEconomically pressure favorable strongly affects values both for the C2H one-step4 reclaim process and purity, de-ethanizer as presented (T-204) in refluxFigure ratio, 8c, since stage number, and operating pressure are defined via the sensitivity analysis presented in Figure8. Operating at reflux ratio 6, 94% and 92% C2H4 reclaim and purity are attained, respectively, whereas hot and cold utility demand remains relatively low (Figure8a). Further reflux ratio increase (i.e., operating at 10) does not significantly affect the column temperature (consequently not VLE either), thus improvements in C2H4 reclaim and purity are trivial (when operating at reflux ratio 10, instead of 6.0, C2H4 reclaim and purity increase by 0.6%, while 66.5% and 66% more hot and cold utility demand, respectively, are required). Stages addition significantly affects the purity of C2H4 obtained as top product. Beyond the 25th stage, no substantial C2H4 purity increase is attained, as presented in Processes 2019, 7, 68 11 of 22

ProcessesFigure 20198b, since, 7, x FOR vapor PEER and REVIEW liquid compositions approach the thermodynamic limit and the separation12 of 23 driving force considerably drops. Only 0.03% increase in C H purity is attained by adding 25 more the VLE changes. While operating pressures lower than the 2de-methanizer4 one (31 bar) enhance the stages. The column pressure strongly affects both C2H4 reclaim and purity, as presented in Figure8c, separation of C2H4 from C2H6 and C2H2, when pressure falls below 10 bar, the condenser heat duty since the VLE changes. While operating pressures lower than the de-methanizer one (31 bar) enhance notably increases due to the boiling point decrease. Therefore, a 10 bar operating pressure offers a the separation of C2H4 from C2H6 and C2H2, when pressure falls below 10 bar, the condenser heat fair trade-off between high C2H4 reclaim and purity (94% and 93%, respectively) and moderate cold duty notably increases due to the boiling point decrease. Therefore, a 10 bar operating pressure offers duty demand. Eventually, a twenty-five-stage column (T-204) operating at 10 bar and reflux ratio 6 a fair trade-off between high C2H4 reclaim and purity (94% and 93%, respectively) and moderate cold facilitates an efficient C2H4 separation from C2H6 and C2H2 at this step. duty demand. Eventually, a twenty-five-stage column (T-204) operating at 10 bar and reflux ratio 6 facilitates an efficient C2H4 separation from C2H6 and C2H2 at this step.

(a) (b)

(c)

FigureFigure 8. 8. EconomicallyEconomically favorable favorable design design and and operating operating window window for for the the de-ethanizer de-ethanizer of of the the one-step one-step

processprocess with with respect respect to to C C2H2H4 reclaim4 reclaim and and purity purity maximization maximization and and hot hot and and cold cold utilities utilities minimization: minimization: (a()a )Selected Selected reflux reflux ratio; ratio; (b (b) )minimum minimum stage stage number; number; and and (c (c) )selected selected operating operating pressure. pressure.

HighHigh C C2H2H4 purity4 purity (≥ (99%)≥99%) requires requires an an energy energy demanding demanding separation separation of of C C2 2compounds.compounds. In In the the case case ofof ethylene ethylene and and ethane separation,separation, largelarge distillationdistillation columns columns with with high high reflux reflux ratios ratios are are necessary necessary [40 ]. [40].In an In effortan effort to reduce to reduce the utility the utility demand demand and the and column the column size, reflux size, ratio, reflux stage ratio, number, stage number, and operating and operatingpressure pressure values of values the one-step of the one-step process purifierprocess (T-205)purifier are(T-205) established are establ viaished the sensitivityvia the sensitivity analysis analysispresented presented in Figure in9. Figure The separation 9. The separation intensity isinte reflectednsity is onreflected the high on reflux the high ratio reflux and number ratio and of num- stages berrequired of stages to reachrequired≥99% to reach C2H4 ≥purity.99% C2H When4 purity. operating When atoperating reflux ratios at reflux≥8.0, ratios the C≥28.0,H4 thereclaim C2H4 ratio re- claimremains ratio high remains (>92%), high while (>92%), purity while exceeds purity 99%, exceeds as shown 99%, inas Figureshown9 a.in DependingFigure 9a. Depending on the equation on the of equationstate (EOS) of state used (EOS) to calculate used to the calculate thermodynamic the thermodynamic properties ofproperties the system, of the the system, targeted the C2 Htargeted4 purity Cmay2H4 purity also be may reached also be by reached lower reflux by lower ratios reflux (i.e., 6.0).ratios A (i.e., sensitivity 6.0). A analysissensitivity on analysis the reflux on ratio the reflux impact ratioon C impact2H4 purity on C using2H4 purity the most using common the most inoil common and gas in field oil EOSand gas is presented field EOS in is Figure presented9b. While in Figure C 2H 4 9b.purity While slightly C2H4 changespurity slightly over the changes different over EOS, the reflux different ratios EOS, >6.0 reflux always ratios suffice >6.0 to always reach the suffice targeted to reachC2H 4thepurity. targeted However, C2H4 refluxpurity. ratio However, 8 offers reflux a trade-off ratio between8 offers a≥ trade-off99% C2H 4betweenpurity and ≥99% moderate C2H4 purity utility and moderate utility demand (Figure 9a). Comparable reflux ratio values have been used in other works (8.2–9.6 [41] and 6.0 [42]). Higher reflux ratios may increase the risk of flooding or weeping, as previously discussed. Regarding the column size, 40 stages can facilitate an efficient ethylene/ethane

Processes 2019, 7, 68 12 of 22

demand (Figure9a). Comparable reflux ratio values have been used in other works (8.2–9.6 [ 41] and Processes 2019, 7, x FOR PEER REVIEW 13 of 23 6.0 [42]). Higher reflux ratios may increase the risk of flooding or weeping, as previously discussed. Regarding the column size, 40 stages can facilitate an efficient ethylene/ethane separation, attaining separation, attaining ≥99% C2H4 purity, as shown in Figure 9c. Higher number of stages will signifi- ≥99% C H purity, as shown in Figure9c. Higher number of stages will significantly increase the cantly increase2 4 the column size and subsequently the capital cost without majorly improving the column size and subsequently the capital cost without majorly improving the separation degree. separation degree. Performing the final C2H4 purification at low pressure, both C2H4 reclaim and pu- Performing the final C2H4 purification at low pressure, both C2H4 reclaim and purity are enhanced. rity are enhanced. The targeted C2H4 purity is only attained when operating at atmospheric pressure, The targeted C H purity is only attained when operating at atmospheric pressure, as shown in as shown in Figure2 9d.4 As pressure increases, the ethylene and ethane boiling points are shifted and Figure9d. As pressure increases, the ethylene and ethane boiling points are shifted and the relative the relative volatility increases, promoting a higher degree of separation at the expense of higher volatility increases, promoting a higher degree of separation at the expense of higher utility demand utility demand (Figure 9d). It is worth mentioning that reflux ratio and operating pressure appear to (Figure9d). It is worth mentioning that reflux ratio and operating pressure appear to have higher have higher impact on C2H4 reclaim and purity than the number of stages. Therefore, the former two impact on C H reclaim and purity than the number of stages. Therefore, the former two variables variables are investigated2 4 first. Collectively, a forty-stage column (T-205) is employed for the final are investigated first. Collectively, a forty-stage column (T-205) is employed for the final C2H4 C2H4 purification, operating at reflux ratio 8 and atmospheric pressure in order to deliver ≥99% C2H4 purification, operating at reflux ratio 8 and atmospheric pressure in order to deliver ≥99% C H purity purity (top product). 2 4 (top product).

(a) (b)

(c) (d)

FigureFigure 9.9. EconomicallyEconomically favorable favorable design design and and operating operating window for thethe purifierpurifier ofof the the one-step one-step process pro-

cesswith with respect respect to Cto2 HC42Hreclaim4 reclaim and and purity purity maximization maximization and and hot hot and and cold cold utilities utilities minimization: minimization: (a ) (aSelected) Selected reflux reflux ratio; ratio; (b) ( EOSb) EOS impact impact (PR=Peng-Robinson, (PR=Peng-Robinson, PR-BM=Peng-Robinson PR-BM=Peng-Robinson with Boston-Mathiaswith Boston- Mathiasmodifications, modifications, SRK=Soave-Redlich-Kwong, SRK=Soave-Redlich-Kwon SRK-BM=Soave-Redlich-Kwongg, SRK-BM=Soave-Redlich-Kwong with Boston-Mathiaswith Boston- Mathiasmodifications) modifications) on simulation on simulation results (cresults) selected (c) stageselected number; stage andnumber; (d) selected and (d) operating selected operating pressure. pressure. 3.2.2. Heat Integration in the One-Step Process 3.2.2. HeatTo simulate Integration a more in the relevant One-Step industrial Process environment, the heat contained in the one-step process is valorizedTo simulate via process a more stream relevant heat industrial integration environm prior to externalent, the heat utility contained supply. A in heat the exchangerone-step process network is valorized via process stream heat integration prior to external utility supply. A heat exchanger network is first designed with respect to pinch analysis principles, and then, hot and cold utility de- mand is minimized. The pinch analysis is based in the following inputs:

- The minimum temperature difference (ΔΤmin) is set at 10 °C

Processes 2019, 7, 68 13 of 22

is first designed with respect to pinch analysis principles, and then, hot and cold utility demand is minimized. The pinch analysis is based in the following inputs:

Processes 2019, 7, x FOR PEER REVIEW ◦ 14 of 23 - The minimum temperature difference (∆Tmin) is set at 10 C - The streams enthalpy is based on the energy balances obtained by the process simulation. - The streams enthalpy is based on the energy balances obtained by the process simulation. - For the streams in which phase change occurs (i.e., condensers and reboilers), a pseudo CPM is - For the streams in which phase change occurs (i.e., condensers and reboilers), a pseudo CPM is calculated, accounting for both the latent and sensible heat; for the latter, a temperature difference calculated, accounting for both the latent and sensible heat; for the latter, a temperature differ- of 1 ◦C is always considered. ence of 1 °C is always considered. InIn the the one-step one-step process, process, seven seven hot and hot andfour fourcold process cold process streams streams (Supplementary (Supplementary Material; Material; Table S3)Table are matched S3) are matched to achieve to achievelower external lower external utility de utilitymand. demand. High amount High amountof energy of is energy contained is contained in the processin the process(Supplementary (Supplementary Material; Material; Table S4), Table which S4), can which be utilized can be to utilized heat up to the heat cold up process the cold streams, process asstreams, shown in as Figure shown 10a. in Figure The lower 10a. targeted The lower temperatures targeted temperatures of the cold streams of the cold as compared streams as to compared those of theto hot those streams of the permit hot streams sufficient permit heat sufficient exchange heat among exchange the process among streams, the process and thus, streams, high-energy and thus, recovery.high-energy Given recovery. the process Given streams the process temperature streams temperaturerestrictions, the restrictions, heat exchanger the heat network exchanger presented network inpresented Figure 10b in is Figure proposed 10b is to proposed reduce the to external reduce the hot external and cold hot utility and colddemand. utility Finally, demand. 75% Finally, and 51% 75% reductionand 51% in reduction hot and cold in hot utility and demand, cold utility respective demand,ly, respectively, is achieved after is achieved heat integration after heat (Table integration 2). (Table2).

(a) (b)

FigureFigure 10. 10. One-stepOne-step process process heat heat integration: integration: (a ()a Grand) Grand composite composite curve; curve; considerable considerable energy energy pockets pockets areare available available for for energy energy recovery; recovery; and and (b ()b proposed) proposed heat heat exchanger exchanger netw networkork composed composed by by twelve twelve heat heat exchangersexchangers (seven (seven process-to-process process-to-process streams streams he heatat exchangers, exchangers, three three coolers, coolers, and and two two heaters) heaters)..

TableTable 2. 2. HotHot and and cold cold utility utility demand demand of the one-stepone-step processprocess before before and and after after applying applying heat heat integration. integra- tion. Utility (kW) Before Heat Integration After Heat Integration Utility Saving HotUtility utility (kW) demand Before Heat 400 Integration After Heat 99 Integration Utility−75% Saving HotCold utility utility demand demand − 400596 −295 99 −−75%51% Cold utility demand −596 −295 −51% 3.3. Two-Step Process 3.3. Two-Step Process The PFD of the two-step plasma-assisted process for polymer-grade ethylene formation from shale gasThe is presented PFD of the in Figuretwo-step 11. plasma-assisted The dehydrated proces shale gass for is polymer-grade fed in the hybrid ethylene (NPD) formation plasma-catalytic from shalereactor gas (hybrid is presented NPD-R), in Figure which operates11. The dehydrat at atmosphericed shale pressure. gas is fed The in hybridthe hybrid NPD-R (NPD) outlet plasma- stream, catalyticwhich contains reactor (hybrid the same NPD-R), species which as the operates NPD-R, althoughat atmospheric in different pressure. ratios The since hybrid the performanceNPD-R outlet is stream,different, which is treated contains in the washingsame species column as the T-201 NPD- priorR, although to downstream in different processing. ratios since Carbon the particlesperfor- manceand higher is different, hydrocarbons, is treated typically in the washing formed incolumn the plasma T-201 reactor,prior to are downstream removed by processing. the counter-current Carbon particleswater flow and in higher the washing hydrocarbons, column. typically formed in the plasma reactor, are removed by the coun- ter-current water flow in the washing column. The clean gas stream is further compressed in a multi-stage compression unit up to 31 bar, en- hancing CH4 and H2 removal from C2 species [33]. To reduce the compression stages, water conden- sates, formed by the compression and intercooling (required to keep olefins temperature below 120 °C), are removed after each compression stage in flash drums. Eventually, a five-stage compression unit (1 to 2.4, 2.4 to 5.5, 5.5 to 13, 13 to 30 and 30 to 31 bar at the first (C-201), second (C-202), third (C- 203), fourth (C-204), and fifth (C-205) stage, respectively), equipped with four intercoolers (HEX-201, HEX-202, HEX-203 and HEX-204) and four flash vessels (V-201, V-202, V-203, and V-201) are used.

Processes 2019, 7, x FOR PEER REVIEW 15 of 23

Other gases such as CO, unreacted CO2 and O2 are removed in the caustic tower (T-202) by add- ing aqueous NaOH solution (22 wt% [34]), as in the one-step process, before the gas stream gets cooled in HEX-205 down –115°C and liquified prior to de-methanizer (T-203). The established eco- nomically favorable design and operating window of the de-methanizer is explicitly discussed in Section 3.3.1. A part of H2 is first removed from the de-methanizer top product in a PSA unit to obtain a ratio of CH4:H2 = 1:1 (on molar basis) in the hybrid NPD-R feed stream, after the recycling and fresh dehydrated shale gas feed mixing. A turbine is employed to produce work from the recycling gas stream expansion, while a heater (HEX-212) is used to prevent the presence of condensates in the turbine suction. Chemical substances accumulation is avoided by a purge stream. The bottom product is further processed in the de-ethanizer (T-204) to remove C2H6 and obtain the produced C2H4. The economically favorable design and operating window of the de-ethanizer is discussed in Section 3.3.1. The de-ethanizer top product (91.1% C2H4 purity) is further processed in a Processespurifier2019 to, obtain7, 68 polymer-grade C2H4. The economically favorable operating conditions and design14 of 22 for the purifier are discussed in Section 3.3.1.

Figure 11. Process flow diagram of the two-step plasma-assisted polymer-grade ethylene production Figure 11. Process flow diagram of the two-step plasma-assisted polymer-grade ethylene process employing a hybrid (NPD) plasma-catalytic reactor (Hybrid NPD-R) operating at atmos- production process employing a hybrid (NPD) plasma-catalytic reactor (Hybrid NPD-R) operating at pheric pressure. atmospheric pressure.

3.3.1.The Process clean Design gas stream of the isTwo-Step further Process compressed in a multi-stage compression unit up to 31 bar, enhancingHerein, CH economically4 and H2 removal favorable from equipment C2 species design [33]. (minimum To reduce required the compression number of stages, stages) water and condensates,operating window formed (reflux by the compressionratio and operating and intercooling pressure) (requiredof the three to keepcolumns olefins (de-methanizer, temperature below de- ◦ 120ethanizerC), are and removed purifier) after used each in compressionthe two-step process stage in to flash attain drums. polymer-grade Eventually, C a2H five-stage4 as the final compression product unitare established (1 to 2.4, 2.4 via to 5.5,sensitivity 5.5 to 13,analyses. 13 to 30 As and mentioned, 30 to 31 barthe atmaximum the first (C-201),C2H4 reclaim second ratio (C-202), (C2H4 third re- (C-203),claimed fourth after the (C-204), separation/C and fifth2H (C-205)4 produced stage, in respectively), the hybrid NPD-R) equipped and with C2 fourH4 purity intercoolers consuming (HEX-201, the HEX-202,minimum HEX-203 hot and cold and HEX-204)utilities are and the four KPIs flash of the vessels sensitivity (V-201, analyses. V-202, V-203, and V-201) are used. OtherThe impact gases suchof the as reflux CO, unreacted ratio and CO stage2 and number O2 are removedof the de-methanizer in the caustic (T-203) tower(T-202) of the bytwo-step adding aqueousprocess on NaOH the KPIs solution is presented (22 wt% in [34 Figu]), asre in 12. the At one-step reflux ratio process, 1, 97% before and 75% the gasC2H stream4 reclaim gets and cooled purity in HEX-205are attained, down respectively, –115 ◦C and whereas liquified re-boiler prior toand de-methanizer condenser duties (T-203). do not The exceed established 180 kW. economically Operating favorableat higher designreflux andratios, operating the column window operating of the co de-methanizernditions are not is explicitly substantially discussed affected in Sectionand conse- 3.3.1. Aquently, part of neither H2 is first is the removed VLE. Therefore, from the de-methanizerthe separation degree top product is practically in a PSA constant. unit to obtainIndicatively, a ratio ofwhen CH4 operating:H2 = 1:1 at (on reflux molar ratio basis) 5 instead in the of hybrid 1.0, 0.12% NPD-R increase feed in stream, C2H4 reclaim after the and recycling purity is andattained fresh dehydrated shale gas feed mixing. A turbine is employed to produce work from the recycling gas stream expansion, while a heater (HEX-212) is used to prevent the presence of condensates in the turbine suction. Chemical substances accumulation is avoided by a purge stream. The bottom product is further processed in the de-ethanizer (T-204) to remove C2H6 and obtain the produced C2H4. The economically favorable design and operating window of the de-ethanizer is discussed in Section 3.3.1. The de-ethanizer top product (91.1% C2H4 purity) is further processed in a purifier to obtain polymer-grade C2H4. The economically favorable operating conditions and design for the purifier are discussed in Section 3.3.1.

3.3.1. Process Design of the Two-Step Process Herein, economically favorable equipment design (minimum required number of stages) and operating window (reflux ratio and operating pressure) of the three columns (de-methanizer, de-ethanizer and purifier) used in the two-step process to attain polymer-grade C2H4 as the final product are established via sensitivity analyses. As mentioned, the maximum C2H4 reclaim ratio (C2H4 Processes 2019, 7, x FOR PEER REVIEW 16 of 23 Processes 2019, 7, 68 15 of 22 spending 3.7 and 4.0 times more hot and cold utility, respectively. Operating at reflux ratio 1 is pref- erable, not only from an economic side, but also from the operational perspective, since flooding and weepingreclaimed are after prevented. the separation/C 2H4 produced in the hybrid NPD-R) and C2H4 purity consuming the minimum hot and cold utilities are the KPIs of the sensitivity analyses. To attain 97% and 75% C2H4 reclaim and purity, respectively, at the de-methanizer, at least 15 The impact of the reflux ratio and stage number of the de-methanizer (T-203) of the two-step stages are required. Further stages addition (i.e., 15 stages more) will only slightly improve C2H4 purityprocess and on thereclaim KPIs (~1% is presented increase), in Figureas shown 12. Atin refluxFigure ratio 12b. 1,Vapor 97% and and 75% liquid C2H phase4 reclaim compositions and purity approachare attained, those respectively, determined whereas by VLE re-boiler already and at the condenser 15th stage. duties Beyond do not that, exceed the 180driving kW. Operatingforce of the at separationhigher reflux gets ratios, very small the column and only operating marginal conditions improvements are not are substantially attained thus, affected the separation and consequently, degree remainsneither ispractically the VLE. Therefore,constant. A the fifteen-stage separation degree column is (T-203) practically operating constant. at 31 Indicatively, bar [33] with when reflux operating ratio at reflux ratio 5 instead of 1.0, 0.12% increase in C H reclaim and purity is attained spending 3.7 and 1 can facilitate a sufficient separation of CH4 and H2 2 from4 C2. 4.0 times more hot and cold utility, respectively. Operating at reflux ratio 1 is preferable, not only from an economic side, but also from the operational perspective, since flooding and weeping are prevented.

(a) (b)

FigureFigure 12. 12. EconomicallyEconomically favorable designdesign andandoperating operating window window for for the the de-methanizer de-methanizer of theof the two-step two-

stepprocess process with with respect respect to C 2toH C4 reclaim2H4 reclaim and and purity purity maximization maximization and hotand andhot coldand cold utilities utilities minimization: minimi- zation:(a) Selected (a) Selected reflux ratio;reflux and ratio; (b )and minimum (b) minimum stage number. stage number.

TheTo attainsensitivity 97% andanalysis 75% to C 2defineH4 reclaim the economica and purity,lly respectively,favorable reflux at the ratio, de-methanizer, stage number, at and least op- 15 eratingstages arepressure required. of the Further two-step stages process addition de-ethan (i.e.,izer 15 stages(T-204) more) is presented will only in slightlyFigure 13. improve High C 2HH44 reclaimpurity andand reclaimpurity (97% (~1% and increase), ~91%, respectively) as shown in are Figure attained 12b. when Vapor operating and liquid at reflux phase ratio compositions 5, while hotapproach and cold those duty determined do not exceed by 75 VLE kW. already Further at reflux the 15th ratio stage. increase Beyond does that, not strongly the driving affect force the ofVLE, the soseparation C2H4 reclaim gets and very purity small are and not only considerably marginal improvements improved, but are utility attained demand thus, increases. the separation For instance, degree whenremains operating practically at constant.reflux ratio A fifteen-stage10 instead of column 5, negligible (T-203) operatingincrease in at C 312H bar4 reclaim [33] with and reflux purity ratio is 1 reached,can facilitate but almost a sufficient twofold separation hot and of cold CH4 utilityand H is2 fromrequired, C2. as shown in Figure 13. Both from the economicThe sensitivityand operational analysis point to of define view, the the economicallylowest possible favorable reflux ratio reflux is preferable. ratio, stage Stage number, number and alsooperating affects pressure the separation of the two-stepefficiency process up to de-ethanizerthe 25th stage; (T-204) beyond is presented that, the inseparation Figure 13 efficiency. High C2 His4 onlyreclaim slightly and purityimproved (97% by and further ~91%, stage respectively) addition are(Figure attained 13b) when due to operating negligible at refluxseparation ratio driving 5, while force.hot and Using cold more duty than do not 25 exceed stages, 75 the kW. separation Furtherreflux cost rises. ratio The increase column does pressure not strongly can also affect affect theVLE, the VLE,so C2 andH4 reclaim consequently, and purity the areseparation not considerably degree. When improved, operating but utility at pressures demand <31 increases. bar (de-methanizer For instance, pressure),when operating both C2 atH4 refluxreclaim ratio and 10purity instead are improved of 5, negligible at the expense increase of in reboiler C2H4 reclaim and condenser and purity duty, is asreached, shown butin Figure almost 13c. twofold However, hot andwhen cold operating utility isat required, pressures as <15 shown bar, negligible in Figure C132H. Both4 reclaim from and the purityeconomic improvement and operational is obtained, point ofwhile view, cold the and lowest hot possibleutility demand reflux ratio increases is preferable. (10% and Stage 8%, numberrespec- tively).also affects Thus, the a twenty-five-stage separation efficiency column up to (T-204) the 25th operating stage; beyond at 15 bar that, and the reflux separation ratio efficiency5 can efficiently is only removeslightly C improved2H6 and C by2H2further from C stage2H4 at additionthis step. (Figure 13b) due to negligible separation driving force. Using more than 25 stages, the separation cost rises. The column pressure can also affect the VLE, and consequently, the separation degree. When operating at pressures <31 bar (de-methanizer pressure), both C2H4 reclaim and purity are improved at the expense of reboiler and condenser duty, as shown in Figure 13c. However, when operating at pressures <15 bar, negligible C2H4 reclaim and purity improvement is obtained, while cold and hot utility demand increases (10% and 8%, respectively). Thus, a twenty-five-stage column (T-204) operating at 15 bar and reflux ratio 5 can efficiently remove C2H6 and C2H2 from C2H4 at this step.

Processes 2019, 7, x FOR PEER REVIEW 17 of 23 Processes 2019, 7, 68 16 of 22

(a) (b)

(c)

FigureFigure 13. 13. EconomicallyEconomically favorable favorable design design and and operating operating window window for for the the de-ethanizer de-ethanizer of of the the two-step two-step process with respect to C2H4 reclaim and purity maximization and hot and cold utilities minimization: process with respect to C2H4 reclaim and purity maximization and hot and cold utilities minimization: ((aa)) Selected Selected reflux reflux ratio; ratio; ( (bb)) minimum minimum stage stage number; number; and and ( (cc)) selected selected operating operating pressure. pressure.

AsAs discussed discussed in in Section Section 3.2.1, 3.2.1 high, high purity purity (≥99%) (≥99%) C2H4 Cis2 Hattained4 is attained in the energy in the energyintensive intensive purifi- cationpurification step, employing step, employing a large a column large column with many with manystages stagesand high and reflux high refluxratio. ratio.Therefore, Therefore, the two- the steptwo-step process process purifier purifier (T-205) (T-205) reflux reflux ratio, ratio, stage stage number, number, and operating and operating pressure, pressure, which which determine determine the separationthe separation cost, cost,are selected are selected based based on the on sensitivity the sensitivity analysis analysis presented presented in Figure in Figure 14. The 14 .same The sameeco- nomicallyeconomically favorable favorable design design as in asthe in one-step the one-step process, process, comprising comprising reflux refluxratio 8 ratio(Figure 8 (Figure 14a), 40 14 stagesa), 40 (Figurestages (Figure14c) and 14 atmosphericc) and atmospheric operating operating pressure (Figure pressure 14d) (Figure is used, 14 d)since is used,(1) high since C2H (1)4 reclaim high C and2H4 thereclaim targeted and purity the targeted are attained, purity irrespective are attained, of irrespectivethe EOS used of for the the EOS VLE used (Figure for the14b); VLE (2) (Figurethe smallest 14b); possible(2) the smallest column possibleis used; column(3) moderate is used; amount (3) moderate of hot and amount cold ofutility hot and is spent; cold utilityand (4) is flooding spent; and and (4) weepingflooding are and prevented. weeping areConsidering prevented. that Considering higher C2H that4 yield higher is attained C2H4 yieldin the is hybrid attained NPD-R in the as hybrid com- paredNPD-R to asthe compared NPD-R, higher to the flows NPD-R, are higher handled flows by th aree purifier handled T-205 by the in purifierthe two-step T-205 process; in the two-step thus, a higherprocess; amount thus, aof higher hot and amount cold utility of hot is and required. cold utility is required.

ProcessesProcesses 20192019, ,77, ,x 68 FOR PEER REVIEW 1817 of of 23 22

(a) (b)

(c) (d)

FigureFigure 14. 14. EconomicallyEconomically favorable favorable design and operatingoperatingwindow window for for the the purifier purifier of of the the two-step two-step process pro-

cesswith with respect respect to C to2H C42reclaimH4 reclaim and and purity purity maximization maximization and and hot hot and and cold cold utilities utilities minimization: minimization: (a ) (aSelected) Selected reflux reflux ratio; ratio; (b) EOS(b) EOS impact impact (PR=Peng-Robinson, (PR=Peng-Robinson, PR-BM=Peng-Robinson PR-BM=Peng-Robinson with Boston-Mathias with Boston- Mathiasmodifications, modifications, SRK=Soave-Redlich-Kwong, SRK=Soave-Redlich-Kwon SRK-BM=Soave-Redlich-Kwongg, SRK-BM=Soave-Redlich-Kwong with Boston-Mathias with Boston- Mathiasmodifications) modifications) on simulation on simulation results (c results) selected (c) stageselected number; stage andnumber; (d) selected and (d operating) selected pressure.operating pressure. 3.3.2. Heat Integration of the Two-Step Process 3.3.2. InHeat the Integration two-step process, of the eightTwo-Step hot and Process four cold process streams (Supplementary Material; Table S8) can beIn the integrated two-step in process, a heat exchanger eight hot networkand four to cold reduce process the externalstreams hot(Supplementary and cold utility Material; consumption. Table S8)As can shown be inintegrated the Supplementary in a heat exchanger Material (Table network S9) andto reduce confirmed the external by Figure hot 15 a,and considerable cold utility energy con- sumption.pockets (generated As shown by in the the hot Supplementary process streams) Material appear (Table in the S9) two-step and confirmed process andby Figure can be 15a, valorized consid- in erablecold streams energy heating.pockets (generated Given the pinchby the analysis hot process assumptions streams) appear set in Section in the two-step3.2.2 and process process and streams can betemperature valorized in restrictions, cold streams the proposedheating. Given heat exchanger the pinch networkanalysis isassumptions presented in set Figure in Section 15b. Application 3.2.2 and processof heat integrationstreams temperature shows that restrictions, (1) no external the propos heat ised required heat exchanger for the cold network streams is heatingpresented up in and Fig- (2) ure56% 15b. saving Application in cold utility of heat can integration be achieved, shows as that reported (1) no in external Table3. heat is required for the cold streams heating up and (2) 56% saving in cold utility can be achieved, as reported in Table 3. Table 3. Hot and cold utility demand of the two-step process before and after applying heat integration.

Utility (kW) Before Heat Integration After Heat Integration Utility Saving Hot utility demand 448 0 −100% Cold utility demand −797 −348 −56%

ProcessesProcesses 20192019, 7, ,7 x, 68FOR PEER REVIEW 1918 of of 23 22

(a) (b)

FigureFigure 15. 15. Two-stepTwo-step process process heat heat integration: integration: (a ()a Grand) Grand composite composite curve; curve; considerable considerable energy energy pockets pockets areare available available for for energy energy recovery; andand (b(b)) proposed proposed heat heat exchanger exchanger network network composed composed of thirteenof thirteen heat heatexchangers exchangers (eight (eight process-to-process process-to-process streams streams heat he exchangersat exchangers and and five five coolers; coolers; no externalno external heating heat- is ingrequired). is required).

4. EvaluationTable 3. Hot of and the cold Plasma-Assisted utility demand of Process the two-step Alternatives process before and after applying heat integra- tion.Both electrified processes designed above are considered promising process alternatives for polymer-gradeUtility ( ethylenekW) production. Before Heat Due Integration to different advantages After Heat Integration and disadvantages Utility of Saving each process alternative,Hot utility conclusions demand on the superiority 448 of one over the other 0is not simple. Therefore,−100% indicators relatedCold to utility process demand economics are also− taken797 into consideration next−348 to the technological−56% features. A considerable advantage of the one-step process is that no catalyst is involved in the reaction, 4.unlike Evaluation in the of two-step the Plasma-Assisted process. All reactions Process take Alternatives place in the NPD-R occur in gas phase or catalyzed by the reactor fabrication material [18]. Therefore, challenges associated with catalyst utilization such Both electrified processes designed above are considered promising process alternatives for pol- as catalyst activation, regeneration, poisoning and aging do not disturb the continuous operation. ymer-grade ethylene production. Due to different advantages and disadvantages of each process al- In the two-step process, the hydrogenation catalyst clogging by carbon or other viscous hydrocarbons ternative, conclusions on the superiority of one over the other is not simple. Therefore, indicators necessitates frequent regeneration, while impurities contained in shale gas may also affect the catalyst related to process economics are also taken into consideration next to the technological features. lifetime, and eventually, lead to lower performance. Further, a more complicated design, including A considerable advantage of the one-step process is that no catalyst is involved in the reaction, filtering units and additional units to enable cyclic operation, is required in the two-step process as unlike in the two-step process. All reactions take place in the NPD-R occur in gas phase or catalyzed compared to the one-step alternative. Both NPD-R and hybrid NPD-R should operate in a cyclic mode by the reactor fabrication material [18]. Therefore, challenges associated with catalyst utilization such due to carbon formation and accumulation; one unit will be in operation, while the other one will be as catalyst activation, regeneration, poisoning and aging do not disturb the continuous operation. In in decoking process mode and vice versa. However, catalyst regeneration cycles are usually longer the two-step process, the hydrogenation catalyst clogging by carbon or other viscous hydrocarbons than the operating cycle of NPD-R, which makes the continuous production even more complicated. necessitates frequent regeneration, while impurities contained in shale gas may also affect the catalyst Reactor performance is another crucial indicator. Hybrid NPD-R attains higher ethylene yield lifetime, and eventually, lead to lower performance. Further, a more complicated design, including and, subsequently, higher shale gas conversion and ethylene production per single pass than the filtering units and additional units to enable cyclic operation, is required in the two-step process as NPD-R. Consequently, lower material volume must be reclaimed and recycled in the two-step compared to the one-step alternative. Both NPD-R and hybrid NPD-R should operate in a cyclic mode process (Figure 16a; Material transfer), but higher material volume should be treated downstream due to carbon formation and accumulation; one unit will be in operation, while the other one will be (in de-ethanizer T-204 and purifier T-205). Therefore, more electric power is required in the two-step in decoking process mode and vice versa. However, catalyst regeneration cycles are usually longer process as shown by the cooling requirements (Figure 16a; Cooling). The plasma-assisted reaction is the than the operating cycle of NPD-R, which makes the continuous production even more complicated. most energy intensive step in both processes, accounting for ~75% of the total electric power demand Reactor performance is another crucial indicator. Hybrid NPD-R attains higher ethylene yield (Figure 16a; Reaction), independent of the process design. Finally, the electric power demand for the and, subsequently, higher shale gas conversion and ethylene production per single pass than the reactor effluent compression, prior to downstream processing, is slightly higher in the two-step process NPD-R. Consequently, lower material volume must be reclaimed and recycled in the two-step pro- (Figure 16a; Compression). Compression from atmospheric pressure to de-methanizer operating cess (Figure 16a; Material transfer), but higher material volume should be treated downstream (in de- pressure (31 bar) is needed, whereas a pressure increase from 5 to 31 bar is necessary in the one-step ethanizer T-204 and purifier T-205). Therefore, more electric power is required in the two-step process process. Collectively, slightly higher electric power (~2%) is required in the two-step process. However, as shown by the cooling requirements (Figure 16a; Cooling). The plasma-assisted reaction is the most given that 7% higher C2H4 yield per single pass is attained in the two-step process, 21% less electricity energy intensive step in both processes, accounting for ~75% of the total electric power demand (Fig- is required, as compared to the one-step alternative, for the same amount (kton) of ethylene production. ure 16a; Reaction), independent of the process design. Finally, the electric power demand for the reactor effluent compression, prior to downstream processing, is slightly higher in the two-step pro- cess (Figure 16a; Compression). Compression from atmospheric pressure to de-methanizer operating

Processes 2019, 7, x FOR PEER REVIEW 20 of 23 pressure (31 bar) is needed, whereas a pressure increase from 5 to 31 bar is necessary in the one-step process. Collectively, slightly higher electric power (~2%) is required in the two-step process. How- ever, given that 7% higher C2H4 yield per single pass is attained in the two-step process, 21% less Processes 2019, 7, 68 19 of 22 electricity is required, as compared to the one-step alternative, for the same amount (kton) of ethylene production. Detailed breakdowns of the total electric power and electricity demand of the one-step andDetailed two-step breakdowns processes of are the shown total electricin Supplementary power and electricityMaterial; Table demand S5 and of the Table one-step S10, respectively. and two-step processes are shown in Supplementary Material; Table S5 and Table S10, respectively.

(a) (b)

FigureFigure 16. 16. Energy andand economiceconomic analysis analysis of of the the plasma-assisted plasma-assisted process process alternatives: alternatives: (a) Electric (a) Electric power powerdemand demand (in kW) (in andkW) percentile and percentile distribution distribution over over the unit the unit operations operations involved involved in the in process;the process; and

and(b) ( sensitivityb) sensitivity analysis analysis of of ethylene ethylene production production cost cost and and profit profit margin margin withwith respect to to CO CO22-neutral-neutral electricityelectricity price. price.

TheThe electric electric power power demand demand is the is main the main driver driver of the ofeconomics the economics of electrified of electrified processes. processes. Consid- eringConsidering that the thatcurrent the currentindustrial industrial electricity electricity prices are prices 50–120 are 50–120 USD/MWh USD/MWh [43], depending [43], depending on the onloca- the tionlocation and source and source it is generated it is generated from, from, plasma-assis plasma-assistedted ethylene ethylene production production cannot cannot be considered be considered eco- nomicallyeconomically viable viable at present. at present. However, However, the the incessant incessant renewable renewable electricity electricity growth growth will will possibly possibly lead lead toto electricity electricity price price reduction reduction [44]. [44]. In In view view of of chea cheaperper electricity electricity supply supply scenarios, scenarios, electrified electrified processes processes cancan be be turned turned into into economically economically viable viable ventures ventures in in the the future future as as shown shown in in Figure Figure 16b.16b. Under Under the the assumptionassumption of of electricity electricity price price being being the the only only cost cost driver driver (since (since the the downstream downstream process process equipment equipment maymay exist exist and and assuming assuming that that the the capital capital cost cost of of NPD NPD reactor reactor is is low low in in comparison comparison to to the the operating operating 3 cost)cost) and and considering considering average average ethylene ethylene and and gas gas market prices of 1200 USD/tonUSD/ton and and 0.15 USD/m 3, , respectively,respectively, break-even break-even electricity electricity prices prices of of35 35and and 23 USD/MWh 23 USD/MWh are calculated are calculated for the for two-step the two-step pro- cessprocess (Supplementary (Supplementary Material; Material; Tabl Tablee S11) S11) and and one-step one-step process process (Su (Supplementarypplementary Material; Material; Table Table S6), S6), respectively.respectively. Lower Lower electricity electricity prices prices than than the the break- break-eveneven ones ones result result in in positive positive profit profit margins margins as as presentedpresented in in Figure Figure 16b. 16b. Given Given that that electricity electricity pr pricesices can can currently currently be be even even lower lower than than 50 50 USD/MWh USD/MWh forfor energy energy intensive intensive industries inin somesome places places [ 45[4],5], the the scenario scenario of of plasma-driven plasma-driven process process may may become be- comerealistic realistic in the in future. the future. 5. Conclusions 5. Conclusions Plasma-assisted processes for high purity ethylene production are feasible. Two NPD reactor Plasma-assisted processes for high purity ethylene production are feasible. Two NPD reactor concepts have been investigated: (i) an NPD reactor which operates at elevated pressure (one-step concepts have been investigated: (i) an NPD reactor which operates at elevated pressure (one-step process) and, (ii) a hybrid NPD reactor, in which catalyst is used to hydrogenate acetylene formed in process) and, (ii) a hybrid NPD reactor, in which catalyst is used to hydrogenate acetylene formed in the plasma zone to ethylene (two-step process). Both electrified process alternatives are robust to shale the plasma zone to ethylene (two-step process). Both electrified process alternatives are robust to gas impurities and other substances are present. Their process flow diagrams are comparable and shale gas impurities and other substances are present. Their process flow diagrams are comparable involve a de-methanizer, a de-ethanizer and a purifier to deliver polymer-grade ethylene. These units and involve a de-methanizer, a de-ethanizer and a purifier to deliver polymer-grade ethylene. These are also used in the conventional thermally-driven ethylene production process. Thus, integration units are also used in the conventional thermally-driven ethylene production process. Thus, integra- of NPD reactors in existing ethylene production lines is feasible. The one-step process offers simple tion of NPD reactors in existing ethylene production lines is feasible. The one-step process offers and robust operation since all reactions take place in gas phase, but requires higher electricity input. simple and robust operation since all reactions take place in gas phase, but requires higher electricity The two-step process attains higher ethylene yield than the one-step alternative, but challenges associated with catalyst utilization (catalyst activation, regeneration and poisoning) may disturb the continuous operation, or necessitate a complicated reactor design. While such electrified processes are not economically viable at present due to the relatively high electricity prices, decrease in electricity Processes 2019, 7, 68 20 of 22 prices in the future, driven by the incessant growth of renewable electricity share, will radically affect the process economics. Considering that electricity is currently supplied at 50 USD/MWh in some places, while the calculated break-even price for the two-step process is 35 USD/MWh, the plasma-assisted process may become economically viable in the future.

Supplementary Materials: The following are available online at http://www.mdpi.com/2227-9717/7/2/68/s1, Table S1: Streams mass flow, composition, temperature and pressure conditions of the dehydration unit, Table S2: Streams mass flow, composition, temperature and pressure conditions; one-step process, Table S3: Process streams available for heat integration in the one-step plasma-assisted ethylene production process, Table S4: Heat balances for the temperature intervals and problem table algorithm of the on-step process, Table S5: Electric power demand distribution over the different process steps involved in the on-step process, Table S6: Profit margin of the one-step process as function of the electricity price, Table S7: Streams mass flow, composition, temperature and pressure conditions; two-step process, Table S8: Process streams available for heat integration in the two-step plasma-assisted ethylene production process, Table S9: Heat balances for the temperature intervals and problem table algorithm of the two-step process, Table S10: Electric power demand distribution over the different process steps involved in the two-step process, Table S11: Profit margin of the two-step process as function of the electricity price, Figure S1: One-step de-methanizer temperature profiles at reflux ratios 0.1, 0.8, 2 and 3. The column temperature profile remains practically constant for reflux ratios >0.8. Author Contributions: The authors have equally contributed to this work. Funding: This work has received funding from the European Union’s Horizon 2020 Research and Innovation Programme through project “Adaptable Reactors for Resource and Energy Efficient Methane Valorization” (ADREM) [No. 680777]. Conflicts of Interest: The authors declare no conflict of interest.

Glossary

HV High voltage GE Ground electrode GHGs Greenhouse gas emissions NPD Nanosecond pulsed discharge NGLs Natural gas liquids PR Peng-Robinson TEG Triethylene glycol PFD Process flow diagram NPD-R Nanosecond pulsed discharge reactor PSA Pressure swing adsorption HEX Heat exchanger KPIs Key performance indicators ∆Tmin Minimum temperature difference CPM Specific heat capacity content VLE Vapor-liquid equilibrium EOS Equation of state

References

1. Convention on Climate Change: Climate Agreement of Paris; United Nations: Paris, France, 2015; pp. 1–27. 2. Gao, Y.; Gao, X.; Zhang, X. The 2 ◦C Global Temperature Target and the Evolution of the Long-Term Goal of Addressing Climate Change—From the United Nations Framework Convention on Climate Change to the Paris Agreement. Engineering 2017, 3, 272–278. [CrossRef] 3. De Pee, A.; Pinner, D.; Roelofsen, O.; Somers, K.; Speelman, E.; Witteveen, M. Decarbonization of Industrial Sectors: The Next Frontier; McKinsey & Company: Amsterdam, The Netherlands, 2018. 4. Schiffer, Z.J.; Manthiram, K. Electrification and Decarbonization of the Chemical Industry. Joule 2017, 1, 10–14. [CrossRef] 5. Edenhofer, O.; Pichs-Madruga, R.; Sokona, Y.; Farahani, E.; Kadner, S.; Seyboth, K.; Adler, A.; Baum, I.; Brunner, S.; Eickemeier, P. (Eds.) IPCC, 2014: Climate Change 2014: Mitigation of Climate Change. Contribution of Working Group III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change; Cambridge University Press: Cambridge, UK; New York, NY, USA, 2014; ISBN 9780444627483. 6. Lechtenböhmer, S.; Nilsson, L.J.; Åhman, M.; Schneider, C. Decarbonising the energy intensive basic materials industry through electrification—Implications for future EU electricity demand. Energy 2016, 115, 1623–1631. [CrossRef] 7. Bataille, C.; Åhman, M.; Neuhoff, K.; Nilsson, L.J.; Fischedick, M.; Lechtenböhmer, S.; Solano-Rodriquez, B.; Denis-Ryan, A.; Stiebert, S.; Waisman, H.; et al. A review of technology and policy deep decarbonization pathway options for making energy-intensive industry production consistent with the Paris Agreement. J. Clean. Prod. 2018, 187, 960–973. [CrossRef] Processes 2019, 7, 68 21 of 22

8. Wesseling, J.H.; Lechtenböhmer, S.; Åhman, M.; Nilsson, L.J.; Worrell, E.; Coenen, L. The transition of energy intensive processing industries towards deep decarbonization: Characteristics and implications for future research. Renew. Sustain. Energy Rev. 2017, 79, 1303–1313. [CrossRef] 9. Åhman, M.; Nilsson, L.J.; Johansson, B. Global climate policy and deep decarbonization of energy-intensive industries. Clim. Policy 2017, 17, 634–649. [CrossRef] 10. Scapinello, M.; Delikonstantis, E.; Stefanidis, G.D. The panorama of plasma-assisted non-oxidative methane reforming. Chem. Eng. Process. Process Intensif. 2016, 117, 120–140. [CrossRef] 11. Scapinello, M.; Delikonstantis, E.; Stefanidis, G.D. Direct methane-to-ethylene conversion in a nanosecond pulsed discharge. Fuel 2018, 222, 705–710. [CrossRef] 12. Delikonstantis, E.; Scapinello, M.; Stefanidis, G.D. Low energy cost conversion of methane to ethylene in a hybrid plasma-catalytic reactor system. Fuel Process. Technol. 2018, 176, 33–42. [CrossRef] 13. Van Rooij, G.J.; Akse, H.N.; Bongers, W.A.; Van De Sanden, M.C.M. Plasma for electrification of chemical

industry: A case study on CO2 reduction. Plasma Phys. Control. Fusion 2018, 60, 014019. [CrossRef] 14. Anastasopoulou, A.; Wang, Q.; Hessel, V.; Lang, J. Energy Considerations for Plasma-Assisted N-Fixation Reactions. Processes 2014, 2, 694–710. [CrossRef] 15. Anastasopoulou, A.; Butala, S.; Patil, B.; Suberu, J.; Fregene, M.; Lang, J.; Wang, Q.; Hessel, V. Techno-Economic Feasibility Study of Renewable Power Systems for a Small-Scale Plasma-Assisted Nitric Acid Plant in Africa. Processes 2016, 4, 54. [CrossRef] 16. Delikonstantis, E.; Scapinello, M.; Stefanidis, G.D. Investigating the plasma-assisted and thermal catalytic dry methane reforming for syngas production: Process design, simulation and evaluation. Energies 2017, 10, 1429. [CrossRef]

17. Scapinello, M.; Martini, L.M.; Dilecce, G.; Tosi, P. Conversion of CH4/CO2 by a nanosecond repetitively pulsed discharge. J. Phys. D Appl. Phys 2016, 49, 075602. [CrossRef] 18. Scapinello, M.; Delikonstantis, E.; Stefanidis, G.D. A study on the reaction mechanism of non-oxidative methane coupling in a nanosecond pulsed discharge reactor using isotope analysis. Chem. Eng. J. 2019, 360, 64–74. [CrossRef] 19. Ravasio, S.; Cavallotti, C. Analysis of reactivity and energy efficiency of methane conversion through non thermal plasmas. Chem. Eng. Sci. 2012, 84, 580–590. [CrossRef] 20. Bullin, K.; Krouskop, P. Composition Variety Complicates Processing Plans for US Shale Gas. In Proceedings of the Annual Forum; Gas Processors Association: Houston, TX, USA, 2008. 21. Engineering Data Book, 13th ed.; Gas Processors Suppliers Association: Tulsa, Oklahoma, 2012. 22. Laurenzi, I.J.; Jersey, G.R. Life cycle greenhouse gas emissions and freshwater consumption of marcellus shale gas. Environ. Sci. Technol. 2013, 47, 4896–4903. [CrossRef][PubMed] 23. Gusev, A.V.; Kornev, R.A.; Sukhanov, A.Y. Behavior of carbon-containing impurities during plasma synthesis of trichlorosilane. High Energy Chem. 2008, 42, 56–58. [CrossRef] 24. Ashour, I.; Al-Rawahi, N.; Fatemi, A.; Vakili-Nezhaad, G. Applications of Equations of State in the Oil and Gas Industry. In Thermodynamics-Kinetics of Dynamic Systems; InTech: Rijeka, Croatia, 2011; pp. 165–178. ISBN 978-953-307-627-0. 25. Kogelschatz, U. Dielectric-barrier discharges: Their History, Discharge Physics, and Industrial Applications. Plasma Chem. Plasma Process. 2003, 23, 1–46. [CrossRef] 26. Petrochemical Industry Ethylene Plant. Process Gas Chromatography Application Note; SiemensAG: Karlsruhe, Germany, 2016; pp. 1–7. 27. Bloch, H.P.; Hoefner, J.J. Reciprocating Compressors: Operation and Maintenance; Gulf Professional Publishing Co.: Houston, TX, USA, 1996. 28. Bauer, F. The Influence of Liquids on Compressor Valves. Int. Compress. Eng. Conf. 1990, 647–653. 29. Hoffman, A.; Gustaf, O.; Andreas, L. Shale Gas and Hydraulic Fracturing: Framing the Water Issue; Stockholm International Water Institute: Stockholm, Sweden, 2014; Volume 34, ISBN 9789198186017. 30. Olds, R.H.; Sage, B.H.; Lacey, W.N. Phase Equilibria in Hydrocarbon Systems. Composition of the Dew-Point Gas of the Methane-Water System. Ind. Eng. Chem. 1942, 34, 1223–1227. [CrossRef] 31. Petropoulou, E.G.; Voutsas, E.C. Thermodynamic Modeling and Simulation of Natural Gas Dehydration Using Triethylene Glycol with the UMR-PRU Model. Ind. Eng. Chem. Res. 2018, 57, 8584–8604. [CrossRef] 32. Smith, R.M. Chemical Process: Design and Integration; John Wiley & Sons Ltd.: Chichester, UK, 2005; ISBN 0470011912. Processes 2019, 7, 68 22 of 22

33. Zimmermann, H.; Walzl, R. Ethylene. Ullmann’s Encycl. Ind. Chem. 2012, 13, 62. 34. Mamrosh, D.L.; McIntush, K.E.; Fisher, K. Caustic Scrubber Designs for H2S Removal from Refinery Gas Streams. In 2014 AFPM Annual Meeting; American Fuel & Petrochemical Manufacturers: Orlando, FL, USA, 2014; pp. 1–26. 35. Boswell, M.C.; Dickson, J.V. The action of sodium hydroxide on , sodium formate and sodium oxalate. J. Am. Chem. Soc. 1918, 40, 1779–1786. [CrossRef] 36. Zhao, P.; Zhang, G.; Sun, Y.; Xu, Y. A review of removal from oxygen-bearing coal-mine methane. Environ. Sci. Pollut. Res. 2017, 24, 15240–15253. [CrossRef][PubMed]

37. Moon, D.K.; Kim, Y.H.; Ahn, H.; Lee, C.H. Pressure swing adsorption process for recovering H2 from the effluent gas of a melting incinerator. Ind. Eng. Chem. Res. 2014, 53, 15447–15455. [CrossRef] 38. Li, X.; Li, J.; Yang, B. Design and control of the cryogenic distillation process for purification of synthetic natural gas from methanation of coke oven gas. Ind. Eng. Chem. Res. 2014, 53, 19583–19593. [CrossRef] 39. Luyben, W.L. Optimum product recovery in chemical process design. Ind. Eng. Chem. Res. 2014, 53, 16044–16050. [CrossRef] 40. Ren, T.; Patel, M.; Blok, K. Olefins from conventional and heavy feedstocks: Energy use in steam cracking and alternative processes. Energy 2006, 31, 425–451. [CrossRef] 41. Salerno, D.; Arellano-Garcia, H.; Wozny, G. Ethylene separation by feed-splitting from light gases. Energy 2011, 36, 4518–4523. [CrossRef] 42. Salgado, H.J.; Valbuena, G. Technical and economic evaluation of the separation of light olefins (ethylene and propylene) by using π-complexation with silver salts. CT F Cienc. Tecnol. Futuro 2011, 4, 73–88. 43. Comparing Electricity Prices for Industry. An elusive task—illustrated by the German Case; Agora Energiewende: Berlin, Germany, 2014. 44. Ilas, A.; Ralon, P.; Rodriguez, A.; Taylor, M. Renewable Power Generation Costs in 2017; International Renewable Energy Agency: Abu Dhabi, UAE, 2018. 45. Industrial electricity prices. German Association of the Automotive Industry. Available online: www.vda.de/en/ topics/economic-policy-and-infrastructure/energy/industrial-electricity-prices (accessed on 29 January 2019).

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