Advantages of Applying Large-Scale Energy Storage for Load-Generation Balancing

Total Page:16

File Type:pdf, Size:1020Kb

Advantages of Applying Large-Scale Energy Storage for Load-Generation Balancing energies Article Advantages of Applying Large-Scale Energy Storage for Load-Generation Balancing Dawid Chudy * and Adam Le´sniak Institute of Electrical Power Engineering, Lodz University of Technology, Stefanowskiego Str. 18/22, PL 90-924 Lodz, Poland; [email protected] * Correspondence: [email protected] Abstract: The continuous development of energy storage (ES) technologies and their wider utiliza- tion in modern power systems are becoming more and more visible. ES is used for a variety of applications ranging from price arbitrage, voltage and frequency regulation, reserves provision, black-starting and renewable energy sources (RESs), supporting load-generation balancing. The cost of ES technologies remains high; nevertheless, future decreases are expected. As the most profitable and technically effective solutions are continuously sought, this article presents the results of the analyses which through the created unit commitment and dispatch optimization model examines the use of ES as support for load-generation balancing. The performed simulations based on various scenarios show a possibility to reduce the number of starting-up centrally dispatched generating units (CDGUs) required to satisfy the electricity demand, which results in the facilitation of load-generation balancing for transmission system operators (TSOs). The barriers that should be encountered to improving the proposed use of ES were also identified. The presented solution may be suitable for further development of renewables and, in light of strict climate and energy policies, may lead to lower utilization of large-scale power generating units required to maintain proper operation of power systems. Citation: Chudy, D.; Le´sniak,A. Keywords: load-generation balancing; large-scale energy storage; power system services modeling; Advantages of Applying Large-Scale power system operation; power system optimization Energy Storage for Load-Generation Balancing. Energies 2021, 14, 3093. https://doi.org/10.3390/en14113093 Academic Editor: Egwu Eric Kalu 1. Introduction Nowadays, the cost of most energy storage (ES) technologies remains high, making Received: 9 March 2021 it impossible to ensure return on investment for many grid applications [1]. This claim Accepted: 21 May 2021 applies, inter alia, to battery technologies [2–4]. The profitability of a given technology and Published: 26 May 2021 application is also dependent on additional factors, such as specific market conditions and installation site [5]. On the one hand, only the most profitable and technically effective Publisher’s Note: MDPI stays neutral solutions are currently chosen by new investors, but on the other, further reduction of ES with regard to jurisdictional claims in costs can increase their profitability and scope of application [6–8]. It is therefore expected published maps and institutional affil- that new ways of ES exploiting will emerge shortly. iations. The most popular applications of ES in the power system include price arbitrage, voltage and frequency regulation, reserves provision, black-starting, renewable energy sources (RESs) supporting and load-generation balancing [9,10]. The use of ES for grid balancing was analysed mainly in the scope of distribution networks (medium voltage Copyright: © 2021 by the authors. (MV) and low voltage (LV) networks). The battery ES intended to provide balancing Licensee MDPI, Basel, Switzerland. services at MV distribution feeder was presented, inter alia, in [11,12]. The ES technologies This article is an open access article may also perform balancing services compensating renewables energy fluctuations, as distributed under the terms and shown in [13,14]. The current research covered multiple services which combine balancing conditions of the Creative Commons with reactive power compensation [15] and power loss minimization [16]. Illustrative Attribution (CC BY) license (https:// applications in LV networks cover the balancing performed by centrally located and creativecommons.org/licenses/by/ dispersed ES [17], services performed by multiple ES cooperating with smart buildings [18], 4.0/). Energies 2021, 14, 3093. https://doi.org/10.3390/en14113093 https://www.mdpi.com/journal/energies Energies 2021, 14, x FOR PEER REVIEW 2 of 17 Energies 2021, 14, 3093 2 of 17 and dispersed ES [17], services performed by multiple ES cooperating with smart build- andings residential [18], and photovoltaicresidential photovoltaic (PV) installations (PV) [installations19]. A high potential[19]. A high is also potential demonstrated is also bydemonstrated vehicle-to-grid by (V2G) vehicle technologies-to-grid (V2G) and utilizationtechnologies of reusedand utilization vehicle batteries of reused which vehicle lead tobatteries better performance which lead to of better renewables, performance reducing of theirrenewables curtailment, reducing and better their utilizingcurtailment excess and energybetter utilizing [20–22]. excess energy [20–22]. ToTo thethe bestbest knowledgeknowledge ofof thethe authors,authors, onlyonly aa littlelittle attentionattention hashas beenbeen paidpaid toto thethe balancingbalancing services services performed performed by by large-scale large-scale ES ES which which allow allow not not only only for thefor compensationthe compensa- oftion load-generation of load-generation fluctuations fluctuations but also but for also the for reduction the reduction of the of number the number of starting-up of start- centrallying-up centrally dispatched dispatch generatinged generating units (CDGUs) units (CDGUs) required required to satisfy to satisfy the peak the electricitypeak elec- consumption.tricity consumption. Consequently, Consequently, the remainder the remainder of the of article the article will focuswill focus on this on particularthis partic- ESular application. ES application. TheThe bestbest opportunitiesopportunities toto provideprovide load-balancingload-balancing servicesservices byby thethe ES ES appear appear during during significant,significant, fast fast changes changes in in electricity electricity demand. demand. In In many many power power systems, systems, such such fast fast changes changes occuroccur inin thethe morning,morning, suchsuch asasin in the the example example presented presented inin Figure Figure1 ,1 where, where demand demand may may changechange by by about about 30% 30% over over a a few few hours hours [ 23[23,24].,24]. FigureFigure 1. 1.An An exampleexample ofof thethe dailydaily electricityelectricity demand demand and and the the operation operation of of base base and and peak peak generating generating units. Own development based on [25]. units. Own development based on [25]. TheThe fast-growing fast-growing demand demand is satisfiedis satisfied by starting-upby starting- peakup peak power power generating generating units. units. The peakThe unitspeak haveunits higherhave higher costs and, costs unlike and, baseload unlike baseload generation, generation adjust their, adjust output their power output in apower greater in scope a greater as a scope response as a to response changes to in changes the electricity in the demand.electricity demand. TheThe starting-upstarting-up generatinggenerating unitunit injectsinjects fixedfixed portionsportions ofof energyenergy toto thethe powerpower gridgrid followingfollowing itsits start-upstart-up characteristic,characteristic, asas presentedpresented inin FigureFigure2 .2. The The fixed fixed course course of of the the characteristiccharacteristic is is related related to to the the warming-up warming-up processes processes of of plant plant installations installations and and machinery. machin- Duringery. During the start-up, the start a- givenup, a unitgiven cannot unit cannot be controlled be controlled and does and not does take activenot take participation active par- inticipation the load-generation in the load-generation balancing. balancing. The start-up The of start a power-up of generating a power generating unit lasts untilunit lasts the unituntil reaches the unit its reaches required its minimum required minimum output power, output and power from that, and point from it that can point be controlled it can be bycontrolled the power by system the power operator system [26 operato]. r [26]. Energies 2021, 14, x 3093 FOR PEER REVIEW 33 of of 17 17 FigureFigure 2. AnAn exampleexample ofof the the start-up start-up characteristic, characteristic, where: where: tstart-up—the tstart-up—the time time point point when when the start- the startup begins;-up begins; t1–t6—characteristic t1–t6—characteristic times relatedtimes torelated the warming to the up processes;warming Pup1–P 3processes;—characteristic P1– P3values—characteristic of output power values relatedof output to thepower warming related up to processes;the warming PMIN—minimum up processes; PMIN technical—minimum output technicalpower after output start-up power process; after PDIS—minimum start-up process; output PDIS power—minimum available output for the power system available operator for taking the systeminto account operator power taking reserved into account for the provisionpower reserved of the additionalfor the provision services. of Own the additional development services. based Ownon [26 development,27]. based on [26,27]. DuringDuring the the morning morning ramp ramp of of demand, demand, many many generating generating units units perform perform start start-ups-ups and dodo not provide load-generationload-generation balancing balancing services. services.
Recommended publications
  • Net Zero by 2050 a Roadmap for the Global Energy Sector Net Zero by 2050
    Net Zero by 2050 A Roadmap for the Global Energy Sector Net Zero by 2050 A Roadmap for the Global Energy Sector Net Zero by 2050 Interactive iea.li/nzeroadmap Net Zero by 2050 Data iea.li/nzedata INTERNATIONAL ENERGY AGENCY The IEA examines the IEA member IEA association full spectrum countries: countries: of energy issues including oil, gas and Australia Brazil coal supply and Austria China demand, renewable Belgium India energy technologies, Canada Indonesia electricity markets, Czech Republic Morocco energy efficiency, Denmark Singapore access to energy, Estonia South Africa demand side Finland Thailand management and France much more. Through Germany its work, the IEA Greece advocates policies Hungary that will enhance the Ireland reliability, affordability Italy and sustainability of Japan energy in its Korea 30 member Luxembourg countries, Mexico 8 association Netherlands countries and New Zealand beyond. Norway Poland Portugal Slovak Republic Spain Sweden Please note that this publication is subject to Switzerland specific restrictions that limit Turkey its use and distribution. The United Kingdom terms and conditions are available online at United States www.iea.org/t&c/ This publication and any The European map included herein are without prejudice to the Commission also status of or sovereignty over participates in the any territory, to the work of the IEA delimitation of international frontiers and boundaries and to the name of any territory, city or area. Source: IEA. All rights reserved. International Energy Agency Website: www.iea.org Foreword We are approaching a decisive moment for international efforts to tackle the climate crisis – a great challenge of our times.
    [Show full text]
  • Bioenergy's Role in Balancing the Electricity Grid and Providing Storage Options – an EU Perspective
    Bioenergy's role in balancing the electricity grid and providing storage options – an EU perspective Front cover information panel IEA Bioenergy: Task 41P6: 2017: 01 Bioenergy's role in balancing the electricity grid and providing storage options – an EU perspective Antti Arasto, David Chiaramonti, Juha Kiviluoma, Eric van den Heuvel, Lars Waldheim, Kyriakos Maniatis, Kai Sipilä Copyright © 2017 IEA Bioenergy. All rights Reserved Published by IEA Bioenergy IEA Bioenergy, also known as the Technology Collaboration Programme (TCP) for a Programme of Research, Development and Demonstration on Bioenergy, functions within a Framework created by the International Energy Agency (IEA). Views, findings and publications of IEA Bioenergy do not necessarily represent the views or policies of the IEA Secretariat or of its individual Member countries. Foreword The global energy supply system is currently in transition from one that relies on polluting and depleting inputs to a system that relies on non-polluting and non-depleting inputs that are dominantly abundant and intermittent. Optimising the stability and cost-effectiveness of such a future system requires seamless integration and control of various energy inputs. The role of energy supply management is therefore expected to increase in the future to ensure that customers will continue to receive the desired quality of energy at the required time. The COP21 Paris Agreement gives momentum to renewables. The IPCC has reported that with current GHG emissions it will take 5 years before the carbon budget is used for +1,5C and 20 years for +2C. The IEA has recently published the Medium- Term Renewable Energy Market Report 2016, launched on 25.10.2016 in Singapore.
    [Show full text]
  • Incorporating Renewables Into the Electric Grid: Expanding Opportunities for Smart Markets and Energy Storage
    INCORPORATING RENEWABLES INTO THE ELECTRIC GRID: EXPANDING OPPORTUNITIES FOR SMART MARKETS AND ENERGY STORAGE June 2016 Contents Executive Summary ....................................................................................................................................... 2 Introduction .................................................................................................................................................. 5 I. Technical and Economic Considerations in Renewable Integration .......................................................... 7 Characteristics of a Grid with High Levels of Variable Energy Resources ................................................. 7 Technical Feasibility and Cost of Integration .......................................................................................... 12 II. Evidence on the Cost of Integrating Variable Renewable Generation ................................................... 15 Current and Historical Ancillary Service Costs ........................................................................................ 15 Model Estimates of the Cost of Renewable Integration ......................................................................... 17 Evidence from Ancillary Service Markets................................................................................................ 18 Effect of variable generation on expected day-ahead regulation mileage......................................... 19 Effect of variable generation on actual regulation mileage ..............................................................
    [Show full text]
  • Hydroelectric Power -- What Is It? It=S a Form of Energy … a Renewable Resource
    INTRODUCTION Hydroelectric Power -- what is it? It=s a form of energy … a renewable resource. Hydropower provides about 96 percent of the renewable energy in the United States. Other renewable resources include geothermal, wave power, tidal power, wind power, and solar power. Hydroelectric powerplants do not use up resources to create electricity nor do they pollute the air, land, or water, as other powerplants may. Hydroelectric power has played an important part in the development of this Nation's electric power industry. Both small and large hydroelectric power developments were instrumental in the early expansion of the electric power industry. Hydroelectric power comes from flowing water … winter and spring runoff from mountain streams and clear lakes. Water, when it is falling by the force of gravity, can be used to turn turbines and generators that produce electricity. Hydroelectric power is important to our Nation. Growing populations and modern technologies require vast amounts of electricity for creating, building, and expanding. In the 1920's, hydroelectric plants supplied as much as 40 percent of the electric energy produced. Although the amount of energy produced by this means has steadily increased, the amount produced by other types of powerplants has increased at a faster rate and hydroelectric power presently supplies about 10 percent of the electrical generating capacity of the United States. Hydropower is an essential contributor in the national power grid because of its ability to respond quickly to rapidly varying loads or system disturbances, which base load plants with steam systems powered by combustion or nuclear processes cannot accommodate. Reclamation=s 58 powerplants throughout the Western United States produce an average of 42 billion kWh (kilowatt-hours) per year, enough to meet the residential needs of more than 14 million people.
    [Show full text]
  • Evolving Relationship Between Nuclear and Renewables in a Near-Zero Energy System
    EVOLVING RELATIONSHIP BETWEEN NUCLEAR AND RENEWABLES IN A NEAR-ZERO ENERGY SYSTEM Mengyao Yuan, Carnegie Institution for Science, 1-650-319-8904, [email protected] Fan Tong, Carnegie Institution for Science, 1-650-319-8904, [email protected] Lei Duan, Carnegie Institution for Science, 1-650-319-8904, [email protected] Nathan S. Lewis, California Institute of Technology, 1-626-395-6335, [email protected] Ken Caldeira, Carnegie Institution for Science, 1-650-319-8904, [email protected] Overview The electricity sector worldwide has seen increasing integration of variable renewable energy resources such as wind and solar photovoltaic (PV). This trend may continue in the coming decades, contributing to a transformation towards a near-zero emissions energy system. The high variability of renewable resources poses challenges to system robustness, highlighting the importance of reliable storage and flexible baseload power needed to fill the gap between intermittent generation and variable demand. Nuclear energy represents one prominent form of low-carbon baseload power. Recently, however, nuclear power plants have faced substantial competition from low-cost renewables and natural gas and are exposed to risks of early retirement in countries such as the US and Germany (Froggatt and Schneider 2015, Roth and Jaramillo 2017). Nuclear energy is traditionally considered a non-dispatchable generation technology, although recent French experience suggests that nuclear power plants can be operated flexibly to assume a more load-following role (Lokhov 2011). Nuclear power plants are also characterized by high fixed costs and low variable costs (Lokhov 2011). High fixed costs motivate high capacity factors, so even if nuclear power plants can be made technically dispatchable, there can be economic incentive to operate them as baseload generation.
    [Show full text]
  • Effects of Intermittent Generation on the Economics and Operation Of
    Effects of Intermittent Generation on the Economics and Operation of Prospective Baseload Power Plants by Jordan Taylor Kearns B.S. Physics-Engineering, Washington & Lee University (2014) B.A. Politics, Washington & Lee University (2014) Submitted to the Institute for Data, Systems, & Society and the Department of Nuclear Science & Engineering in partial fulfillment of the requirements for the degrees of Master of Science in Technology & Policy and Master of Science in Nuclear Science & Engineering at the MASSACHUSETTS INSTITUTE OF TECHNOLOGY September 2017 c Massachusetts Institute of Technology 2017. All rights reserved. Author.................................................................................. Institute for Data, Systems, & Society Department of Nuclear Science & Engineering August 25, 2017 Certified by.............................................................................. Howard Herzog Senior Research Engineer, MIT Energy Initiative Executive Director, Carbon Capture, Utilization, and Storage Center Certified by.............................................................................. R. Scott Kemp Associate Professor of Nuclear Science & Engineering Director, MIT Laboratory for Nuclear Security & Policy Certified by.............................................................................. Sergey Paltsev Senior Research Scientist, MIT Energy Initiative Deputy Director, MIT Joint Program Accepted by............................................................................. Munther Dahleh William A. Coolidge
    [Show full text]
  • Minnesota Energy Systems, a Primer Developed for the Clean Energy Resource Teams
    Minnesota Energy Systems, A Primer Developed for the Clean Energy Resource Teams The Minnesota Project University of Minnesota’s Regional Sustainable Development Partnerships. March 2004 Communities and Local Energy Minnesota Energy Systems, A Primer Communities and Local Energy ENERGY SYSTEMS IN MINNESOTA This booklet provides CERTS members with a general overview of the systems that deliver the energy that runs our economy, keeps us warm, and provides necessities and conveniences of modern life. The energy system is divided into four end use sectors: residential, commercial, industrial and transportation. End use of energy refers to the point where energy is consumed to provide some benefit or service, such as light or heat. Basic energy resources are referred to a primary energy sources. Primary energy sources include resources like Figure 1. Energy End Use in coal, petroleum, natural gas, nuclear fuels, flowing water, Minnesota, 1999 wind, and solar radiation. Minnesota’s total energy use in the four end use sectors was approximately 1,700 trillion Btus in 2000. Industry and transportation are the largest end use sectors in the state. They each use somewhat more than one-third of the energy consumed in Minnesota. The remaining one- forth to one-third of energy consumption is divided between the residential and commercial sectors-with the residential sector taking a little larger share. Source: Minnesota Department of Commerce Fossil fuels Figure 2. Inputs Used to Produce dominate the market for primary energy sources in Energy Consumed in Minnesota, 1999 Minnesota. Petroleum, coal and natural gas supply about 88% of the energy used in Minnesota.
    [Show full text]
  • Economics of Power Generation Prepared by the Legislative Finance Committee July 2017 Understanding Electric Power Generation
    Economics of Power Generation Prepared by the Legislative Finance Committee July 2017 Understanding Electric Power Generation Following the Great Recession, electricity demand in the United States contracted, and energy efficiency improvements in buildings, lighting, and appliances stunted its recovery. Globally, a slowdown in Chinese coal demand depressed coal prices worldwide and reduced the market for U.S. exports, and coal demand in emerging markets is unlikely to make up for the slowdown in Chinese coal consumption. According to Columbia University’s Center on Global Energy Policy (CGEP), over half of the decline in coal company revenue between 2011 and 2015 is due to international factors.i Given current technological constraints, electricity cannot be stored on a large scale at a reasonable cost. Therefore, entities operating the transmission grid must keep supply and demand matched in “real-time” – from minute to minute. Imbalances in supply and demand can destroy machinery, cause power outages, and become very costly over time. The need to continually balance supply and demand plays a key role in how electricity generation sources are dispatched. In the 1980s, electricity supply was relatively straightforward, with less flexible coal and nuclear plants supplying base load power needs, and more flexible gas turbines and hydroelectric plants supplying peak load power needs. Developments over the last decade challenged this traditional mix of power generation. Natural gas, wind, and solar now meet 40 percent of U.S. power needs, up from 22 percent a decade ago. Early July 2017, The Wall Street Journal reported three of every 10 coal generators has closed permanently in the last five years.
    [Show full text]
  • HYDROELECTRICITY FACT SHEET 1 an Overview of Hydroelectricity in Australia
    HYDROELECTRICITY FACT SHEET 1 An overview of hydroelectricity in Australia About hydroelectricity in Australia → In 2011, hydroelectric plants produced a total of 67 per cent of Australia’s total clean energy generation1, enough energy to power the equivalent of 2.8 million average Australian homes. → Australia’s 124 operating hydro power plants generated 6.5 per cent of Australia’s annual electricity supply in 20112. → The Australian hydro power industry has already attracted over one billion dollars of investment to further develop Australian hydro power projects3. → Opportunities for further growth in the hydro power industry are principally in developing mini hydro plants or refurbishing, upgrading and modernising Australia’s current fleet. The Clean Energy Council’s most recent hydro report provides an overview of the industry and highlights opportunities for further growth. Climate Change and Energy Efficiency Minister Greg Combet stated: “This is a welcome report and highlights the importance of iconic Australian power generation projects such as the Snowy Mountains Scheme and Tasmanian hydro power. This report reminds us of the importance of the 20 per cent Renewable Energy Target, and the need for a carbon price to provide certainty to investors. Reinvestment in ageing hydro power assets will form an important part of the future energy market and efforts to reduce carbon pollution.” Source: Hydro Tasmania Hydro Source: 1 Clean Energy Council Clean Energy Australia Report 2011 pg. 28) 3 ibid 2 Clean Energy Council Hydro Sector Report 2010 pg 14 The Clean Energy Council is the peak body representing Australia’s clean energy sector. It is an industry association made up of more than 550 member companies operating in the fields of renewable energy and energy efficiency.
    [Show full text]
  • Technical and Economic Aspects of Load Following with Nuclear Power Plants
    Nuclear Development June 2011 www.oecd-nea.org Technical and Economic Aspects of Load Following with Nuclear Power Plants NUCLEAR ENERGY AGENCY Nuclear Development Technical and Economic Aspects of Load Following with Nuclear Power Plants © OECD 2011 NUCLEAR ENERGY AGENCY ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT Foreword Nuclear power plants are used extensively as base load sources of electricity. This is the most economical and technically simple mode of operation. In this mode, power changes are limited to frequency regulation for grid stability purposes and shutdowns for safety purposes. However for countries with high nuclear shares or desiring to significantly increase renewable energy sources, the question arises as to the ability of nuclear power plants to follow load on a regular basis, including daily variations of the power demand. This report considers the capability of nuclear power plants to follow load and the associated issues that arise when operating in a load following mode. The report was initiated as part of the NEA study “System effects of nuclear power”. It provided a detailed analysis of the technical and economic aspects of load-following with nuclear power plants, and summarises the impact of load-following on the operational mode, fuel performance and ageing of large equipment components of the plant. 3 Acknowledgements Valuable comments and contributions were received from Mr. Philippe Lebreton, Electricité de France, Dr. Holger Ludwig, Areva GMBH, Dr. Michael Micklinghoff, E.ON Kernkraft and Dr. M.A.Podshibyakin, OKB “GIDROPRESS”. This report was prepared by Dr. Alexey Lokhov of the NEA Nuclear Development Division. Detailed review and comments were provided by Dr.
    [Show full text]
  • Stacey Roth - Q&A on Offshore Wind Page 1
    (5/29/2014) Stacey Roth - Q&A on Offshore Wind Page 1 From: "Fontaine, Peter" <[email protected]> To: Stacey Roth <[email protected]>, "Brian O. Lipman(brian.li... CC: "Dippo, Charles F. ([email protected])" <[email protected]>,... Date: 7/11/2013 5:53 PM Subject: Q&A on Offshore Wind Attachments: Offshore Wind Q&A.docx Dear Stacey &Brian: enclose our response to the suggestion that offshore wind power can be a substitute for the repowering of the BL England facility. As discussed, please provide us with the list of follow-up questions and/or information needs arising from the last P&I Committee meeting. Best regards, Pete Peter J. Fontaine ~ Cozen O'Connor A Pennsylvania Professional Corporation 1900 Market Street ~ Philadelphia, PA 19103 ~ P: 215.665.2723 ~ C: 856.607.1077 ~ F: 866.850.7491 457 Haddonfield Road, Suite 300 ~ Cherry Hill, NJ 08002 ~ P: 856.910.5043 ~ [email protected]<mailto:[email protected]> ~ www.cozen.com<http://www.cozen.com/> ~ http://www.cozen.com/attorney_detail.asp?d=1 &m=0&atid=610&stg=0 P Please consider the environment before printing this email. Notice: To comply with certain U.S. Treasury regulations, we inform you that, unless expressly stated otherwise, any U.S. federal tax advice contained in this e-mail, including attachments, is not intended or written to be used, and cannot be used, by any person for the purpose of avoiding any penalties that may be imposed by the Internal Revenue Service. Notice: This communication, including attachments, may contain information that is confidential and protected by the attorney/client or other privileges.
    [Show full text]
  • Grid Energy Storage
    Grid Energy Storage U.S. Department of Energy December 2013 Acknowledgements We would like to acknowledge the members of the core team dedicated to developing this report on grid energy storage: Imre Gyuk (OE), Mark Johnson (ARPA-E), John Vetrano (Office of Science), Kevin Lynn (EERE), William Parks (OE), Rachna Handa (OE), Landis Kannberg (PNNL), Sean Hearne & Karen Waldrip (SNL), Ralph Braccio (Booz Allen Hamilton). Table of Contents Acknowledgements ....................................................................................................................................... 1 Executive Summary ....................................................................................................................................... 4 1.0 Introduction .......................................................................................................................................... 7 2.0 State of Energy Storage in US and Abroad .......................................................................................... 11 3.0 Grid Scale Energy Storage Applications .............................................................................................. 20 4.0 Summary of Key Barriers ..................................................................................................................... 30 5.0Energy Storage Strategic Goals .......................................................................................................... 32 6.0 Implementation of its Goals ...............................................................................................................
    [Show full text]