Solar-Driven Refrigeration Systems with Focus on the Ejector Cycle
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Thermodynamic Machine Learning Through Maximum Work Production
arxiv.org:2006.15416 Thermodynamic Machine Learning through Maximum Work Production Alexander B. Boyd,1, 2, ∗ James P. Crutchfield,3, † and Mile Gu1, 2, 4, ‡ 1Complexity Institute, Nanyang Technological University, Singapore 2School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore 3Complexity Sciences Center and Physics Department, University of California at Davis, One Shields Avenue, Davis, CA 95616 4Centre for Quantum Technologies, National University of Singapore, Singapore (Dated: April 4, 2021) Adaptive systems—such as a biological organism gaining survival advantage, an autonomous robot executing a functional task, or a motor protein transporting intracellular nutrients—must model the regularities and stochasticity in their environments to take full advantage of thermodynamic resources. Analogously, but in a purely computational realm, machine learning algorithms estimate models to capture predictable structure and identify irrelevant noise in training data. This happens through optimization of performance metrics, such as model likelihood. If physically implemented, is there a sense in which computational models estimated through machine learning are physically preferred? We introduce the thermodynamic principle that work production is the most relevant performance metric for an adaptive physical agent and compare the results to the maximum-likelihood principle that guides machine learning. Within the class of physical agents that most efficiently harvest energy from their environment, we demonstrate that an efficient agent’s model explicitly determines its architecture and how much useful work it harvests from the environment. We then show that selecting the maximum-work agent for given environmental data corresponds to finding the maximum-likelihood model. This establishes an equivalence between nonequilibrium thermodynamics and dynamic learning. -
Performance Comparison Between an Absorption-Compression Hybrid Refrigeration System and a Double-Effect Absorption Refrigeration Sys-Tem
Available online at www.sciencedirect.com ScienceDirect Available online at www.sciencedirect.com Procedia Engineering 00 (2017) 000–000 ScienceDirect www.elsevier.com/locate/procedia Procedia Engineering 205 (2017) 241–247 10th International Symposium on Heating, Ventilation and Air Conditioning, ISHVAC2017, 19- 22 October 2017, Jinan, China Performance Comparison between an Absorption-compression Hybrid Refrigeration System and a Double-effect Absorption Refrigeration Sys-tem Jian Wang, Xianting Li, Baolong Wang, Wei Wu, Pengyuan Song, Wenxing Shi* Beijing Key Laboratory of Indoor Air Quality Evaluation and Control, Department of Building Science, Tsinghua University, Haidian District, Beijing 100084, China Abstract Conventional absorption refrigeration systems (ARSs), which are mainly driven by heat, have a competitive primary energy efficiency (PEE) compared with chillers driven by electricity. In the typical ARS, a large quantity of high-temperature heat is supplied into the generator, while a substantial amount of low-temperature heat is rejected to the environment from the condenser, it’s a huge waste. In order to decrease the input heat for generator and enhance the performance of conventional ARS, a kind of absorption-compression hybrid refrigeration system recovering condensation heat for generation (RCHG-ARS) was ever proposed. In the present study, the models of both RCHG-ARS and double-effect absorption refrigeration system (DEARS) are established, and the effects of different parameters on them are simulated and compared with each other. As a conclusion, the PEE of RCHG-ARS can be 29.0% higher than that of DEARS, and RCHG-ARS has a wider working conditions than DEARS due to the existence of the compressor. -
Power Generation Technology by Hot Water Heating of Low Temperature Power Generations Using Ammonia and Ammonia-Water Mixture As Working Fluid
Proceedings of the 6th Asian Geothermal Symposium, Oct. 26-29, 2004 Mutual Challenges in High- and Low- Temperature Geothermal Resource Fields, 5-7 POWER GENERATION TECHNOLOGY BY HOT WATER HEATING OF LOW TEMPERATURE POWER GENERATIONS USING AMMONIA AND AMMONIA-WATER MIXTURE AS WORKING FLUID Takumi HASHIZUME Waseda Univ., 17 Kikui-cho, Shinjuku-ku, Tokyo, 162-0044, Japan e-mail:[email protected] 1. INTRODUCTION The heat discharged without being used for surroundings including the factory waste heat is not a little. It is widely used when the temperature of the heat source is high, and it is used comparatively effectively. On the other hand, the heat is not effectively used for the heat source of a low temperature of 100℃ or less. As for the geothermal energy, this is similar. It is used as a geothermal power generation when the steam of the high temperature and high pressure is obtained, and the usage is not wide for the steam and the hot water of the low temperature and low pressure. If the use as heat in the hot spring, the indoor air-conditioning (heating), the greenhouse, and the road heating, etc. is excluded for the hot water of 100℃ or less, it is hardly used in Japan. In this paper, it introduces the power generation technology which obtains electricity from the hot water of 100℃ or less by using the power generation cycle when the medium with a low boiling point (low boiling point medium) is made an working fluid. 2. HEAT RECOVERY AND RANKINE CYCLE BY LOW BOILING POINT MEDIUM Rankine cycle consists of the pump, the evaporator, the turbine, and the condenser, and the working fluid circulates around each equipment in this order. -
Investigating Absorption Refrigerator Fires (Part I)
Orion P. Keifer Peter D. Layson Charles A. Wensley Investigating Absorption Refrigerator Fires (Part I) ATLANTIC BEACH, FLORIDA—In today’s recreational vehicles (RV), the then expels it when perco- most common refrigerator uses absorption refrigeration technology, lated in the boiler. It is this primarily because this type of system can operate on multiple sources action of the water which of power, including propane when electrical power is unavailable. makes the ammonia flow. These refrigerators have been under intense scrutiny in recent years The hydrogen in the re- due to numerous reported fires, apparently starting in the area of the frigeration coil maintains absorption refrigerator. Both the Dometic Corporation and Norcold a positive pressure of ap- Incorporated, two manufacturers of RV refrigerators, have been re- proximately 300-375 PSI quired by the National Highway and Traffic Safety Administration (2.07-2.59 MPa) when (NHTSA) to recall certain models of refrigerators which have been not in operation and, due identified as capable of failing in a fire mode. In summary, the three to its low partial pressure, NHTSA recalls indicate a fatigue crack may develop in the boiler tube promotes the evaporation of the cooling unit which may release sufficient pressurized flammable of the liquid ammonia. It coolant solution into an area where an ignition source is present. The should be noted that unlike NHTSA Recall Campaign ID Numbers are 06E076000 for Dometic conventional refrigeration (926,877 affected units), and 02E019000 (28,144 affected units) and systems which extensively 02E045000 (8,419 affected units) for Norcold. use copper due to its high thermal conductivity, the Applications Engineering Group, Inc. -
Empirical Modelling of Einstein Absorption Refrigeration System
Journal of Advanced Research in Fluid Mechanics and Thermal Sciences 75, Issue 3 (2020) 54-62 Journal of Advanced Research in Fluid Mechanics and Thermal Sciences Journal homepage: www.akademiabaru.com/arfmts.html ISSN: 2289-7879 Empirical Modelling of Einstein Absorption Refrigeration Open Access System Keng Wai Chan1,*, Yi Leang Lim1 1 School of Mechanical Engineering, Engineering Campus, Universiti Sains Malaysia, 14300 Nibong Tebal, Penang, Malaysia ARTICLE INFO ABSTRACT Article history: A single pressure absorption refrigeration system was invented by Albert Einstein and Received 4 April 2020 Leo Szilard nearly ninety-year-old. The system is attractive as it has no mechanical Received in revised form 27 July 2020 moving parts and can be driven by heat alone. However, the related literature and Accepted 5 August 2020 work done on this refrigeration system is scarce. Previous researchers analysed the Available online 20 September 2020 refrigeration system theoretically, both the system pressure and component temperatures were fixed merely by assumption of ideal condition. These values somehow have never been verified by experimental result. In this paper, empirical models were proposed and developed to estimate the system pressure, the generator temperature and the partial pressure of butane in the evaporator. These values are important to predict the system operation and the evaporator temperature. The empirical models were verified by experimental results of five experimental settings where the power input to generator and bubble pump were varied. The error for the estimation of the system pressure, generator temperature and partial pressure of butane in evaporator are ranged 0.89-6.76%, 0.23-2.68% and 0.28-2.30%, respectively. -
The Conceptual Structure of Physics
AFOSR 2577 THE CONCEPTUAL STRUCTURE OF PHYSICS LASZLO TISZA TECHNICAL REPORT 409 FEBRUARY 1, 1963 MASSACHUSETTS INSTITUTE OF TECHNOLOGY RESEARCH LABORATORY OF ELECTRONICS CAMBRIDGE, MASSACHUSETTS ------- --l-rrjrmui^ll-^mPlii'tBoX1IXIII1"· ···'(-· The Research Laboratory of Electronics is an interdepart- mental laboratory in which faculty members and graduate stu- dents from numerous academic departments conduct research. The research reported in this document was made possible in part by support extended the Massachusetts Institute of Tech- nology, Research Laboratory of Electronics, jointly by the U.S. Army (Signal Corps), the U.S. Navy (Office of Naval Research), and the U.S. Air Force (Office of Scientific Research) under Signal Corps Contract DA36-039-sc-78108, Department of the Army Task 3-99-20-001 and Project 3-99-00-000; and in part by Signal Corps Contract DA-SIG-36-039-61-G14; and was performed under U. S. Air Force (Office of Scientific Research) Contract AF49(638)-95. Reproduction in whole or in part is permitted for any purpose of the United States Government. I _ _ _ Printed in U. S. A. REVIEWS OF MODERN PHYSICS VOLUME 35, NUMBER 1 JANUARY 1963 The Conceptual Structure of Physics* LASZLO TISZA Department of Physics and Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, Massachusetts pedic character and is far beyond the grasp of an individual. On the other hand, the classical method Introduction . 151 of organization according to logical structure exhibits I. Dynamics of a single deductive system ...... 155 II. Intersystem dynamics . .... .... .. .. 158 the simplifying and unifying power of high-level III. -
The Application of Solar Thermal Technologies for Air Conditioning in Building Energy Efficiency
AR3A160 Lecture Series Research Methods The application of solar thermal technologies for air conditioning in building energy efficiency Name: Qian LAN Student number: 4185684 Date: 5th Jan 2013 Content 1. Introduction……………………………………………………………………………………………………… 3 2. The benefit……………………………………………………………………………………………………… 3 3. Use of solar thermal cooling / heat pump mode…………………………………………………4 3.1 Solar absorption air conditioning ……………………………………………………………… 4 3.2 Solar absorption refrigeration / Heat pump mode …………………………………… 4 3.3 Solar photovoltaic cells air conditioning cooling mode……………………………… 5 4. Summery………………………………………………………………………………………………………… 5 Notes ……………………………………………………………………………………………………………………… 6 Figure Index …………………………………………………………………………………………………………… 6 Reference ……………………………………………………………………………………………………………… 6 1. Introduction As we all know, solar energy is a type of clean energy, which was widely used throughout the world. Solar thermal technology also has already become one of the most popular strategies for sustainable architecture design at present. Since I will use this strategy in my design this time, I become interested in how the application of solar thermal technologies for air conditioning will contributes to the sustainable design in the aspects of benefits and typology. As a result, I choose this question as my research question, which can lead my design and teach me how to choose the specific technology in the design process with different context. 2. The benefit of “ Solar Energy Using for Air Conditioning” Why I want to choose the “Solar Energy Using for Air Conditioning” as my research question? As it known to all, one of the most important of sustainable architecture design is saving the energy consumption of the building. The energy consumption of the building meant the energy consumption during the process of heating, ventilation, air conditioning, lighting, household appliances, transportation, cooking, hot water supply and drainage and so on. -
Physical Implementations of Quantum Absorption Refrigerators
Physical implementations of quantum absorption refrigerators Mark T. Mitchison1, ∗ and Patrick P. Potts2, 3, y 1Institut f¨urTheoretische Physik, Albert-Einstein Allee 11, Universit¨atUlm, D-89069 Ulm, Germany 2Department of Applied Physics, University of Geneva, Chemin de Pinchat 22, 1211 Geneva, Switzerland. 3Physics Department and NanoLund, Lund University, Box 118, 22100 Lund, Sweden. (Dated: November 14, 2018) Absorption refrigerators are autonomous thermal machines that harness the spontaneous flow of heat from a hot bath into the environment in order to perform cooling. Here we discuss quantum realizations of absorption refrigerators in two different settings: namely, cavity and circuit quantum electrodynamics. We first provide a unified description of these machines in terms of the concept of virtual temperature. Next, we describe the two different physical setups in detail and compare their properties and performance. We conclude with an outlook on future work and open questions in this field of research. The investigation of quantum thermal machines is a subfield of quantum thermodynamics which is of particular practical relevance. A thermal machine is a device which utilizes a temperature bias to achieve some useful task (for recent reviews see e.g. [1{7] as well as Ref. [8], Part I). The nature of this task can vary, with the most prominent example being the production of work in heat engines. Further examples include the creation of entanglement [9], the estimation of temperature [10] and the measurement of time [11]. This chapter discusses physical implementations of quantum absorption refrigerators. There are two compelling reasons which motivate the pursuit of implementing exactly this thermal machine. -
Study on a Novel Absorption Referigeration System at Low Cooling Temperatures Yijian He Yijian [email protected]
Purdue University Purdue e-Pubs International Refrigeration and Air Conditioning School of Mechanical Engineering Conference 2012 Study on a Novel Absorption Referigeration System at Low Cooling Temperatures Yijian He [email protected] Zuwen Zhu Xu Gao Guangming Chen Follow this and additional works at: http://docs.lib.purdue.edu/iracc He, Yijian; Zhu, Zuwen; Gao, Xu; and Chen, Guangming, "Study on a Novel Absorption Referigeration System at Low Cooling Temperatures" (2012). International Refrigeration and Air Conditioning Conference. Paper 1267. http://docs.lib.purdue.edu/iracc/1267 This document has been made available through Purdue e-Pubs, a service of the Purdue University Libraries. Please contact [email protected] for additional information. Complete proceedings may be acquired in print and on CD-ROM directly from the Ray W. Herrick Laboratories at https://engineering.purdue.edu/ Herrick/Events/orderlit.html 2335, Page 1 Study on a Novel Absorption Refrigeration System at Low Cooling Temperatures Yi Jian HE*, Zu Wen ZHU, Xu GAO, Guang Ming CHEN Institute of Refrigeration and Cryogenics, Zhejiang University, Hangzhou, China (Phone/Fax:+86 571 87952464, [email protected]) * Corresponding Author ABSTRACT A novel absorption refrigeration system is proposed in this context using R134a+R23 mixed refrigerants and DMF solvent. The new system uses two-staged absorber in series to reduce the evaporation pressure and can obtain a lower refrigeration temperature by the low-grade thermal energy. From thermodynamic analysis, the key factors are discussed on the performances of the new system. Under the same working conditions, comparisons on the performances are also conducted between the new one and an auto-cascade absorption refrigeration system with single-absorber. -
Thermodynamic Temperature
Thermodynamic temperature Thermodynamic temperature is the absolute measure 1 Overview of temperature and is one of the principal parameters of thermodynamics. Temperature is a measure of the random submicroscopic Thermodynamic temperature is defined by the third law motions and vibrations of the particle constituents of of thermodynamics in which the theoretically lowest tem- matter. These motions comprise the internal energy of perature is the null or zero point. At this point, absolute a substance. More specifically, the thermodynamic tem- zero, the particle constituents of matter have minimal perature of any bulk quantity of matter is the measure motion and can become no colder.[1][2] In the quantum- of the average kinetic energy per classical (i.e., non- mechanical description, matter at absolute zero is in its quantum) degree of freedom of its constituent particles. ground state, which is its state of lowest energy. Thermo- “Translational motions” are almost always in the classical dynamic temperature is often also called absolute tem- regime. Translational motions are ordinary, whole-body perature, for two reasons: one, proposed by Kelvin, that movements in three-dimensional space in which particles it does not depend on the properties of a particular mate- move about and exchange energy in collisions. Figure 1 rial; two that it refers to an absolute zero according to the below shows translational motion in gases; Figure 4 be- properties of the ideal gas. low shows translational motion in solids. Thermodynamic temperature’s null point, absolute zero, is the temperature The International System of Units specifies a particular at which the particle constituents of matter are as close as scale for thermodynamic temperature. -
Ana María Cetto Andrea Valdés Hernández the Physics Behind
Luis de la Peña · Ana María Cetto Andrea Valdés Hernández The Emerging Quantum The Physics Behind Quantum Mechanics The Emerging Quantum Luis de la Peña • Ana María Cetto Andrea Valdés Hernández The Emerging Quantum The Physics Behind Quantum Mechanics 123 Luis de la Peña Andrea Valdés Hernández Instituto de Física Instituto de Física Universidad Nacional Autónoma Universidad Nacional Autónoma de México de México Mexico, D.F. Mexico, D.F. Mexico Mexico Ana María Cetto Instituto de Física Universidad Nacional Autónoma de México Mexico, D.F. Mexico ISBN 978-3-319-07892-2 ISBN 978-3-319-07893-9 (eBook) DOI 10.1007/978-3-319-07893-9 Springer Cham Heidelberg New York Dordrecht London Library of Congress Control Number: 2014941916 Ó Springer International Publishing Switzerland 2015 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its current version, and permission for use must always be obtained from Springer. -
The Use of Geothermal Energy in Absorption Refrigeration Circuits
TECHNICAL TRANSACTIONS CZASOPISMO TECHNICZNE ENVIRONMENT ENGINEERING ŚRODOWISKO 1-Ś/2015 RENATA SIKORSKA-BĄCZEK* THE USE OF GEOTHERMAL ENERGY IN ABSORPTION REFRIGERATION CIRCUITS ZASTOSOWANIE ENERGII GEOTERMALNEJ DO NAPĘDU ZIĘBIAREK ABSORPCYJNYCH Abstract The use of absorption refrigerators to produce cold can definitely reduce energy usage through the use of a heat from the geothermal resources. Absorption refrigerators do not have a negative impact on the natural environment. They are particularly economically attractive when there is a free energy source with a temperature of between 50 and 200°C. This article presents a hybrid absorption-compression refrigerator powered by geothermal energy used for the production of ice slurry for air-conditioning refrigeration. Keywords: hybrid absorption/compression refrigerator, water-ammonia absorption refri- gerator, geothermal energy Streszczenie Zastosowanie ziębiarek absorpcyjnych do produkcji zimna pozwala zdecydowanie ograni- czyć straty energii dzięki wykorzystaniu do ich napędu ciepła pochodzącego ze złóż geotermal- nych. Ziębiarki absorpcyjne nie mają negatywnego wpływu na środowisko naturalne. Są one szczególnie atrakcyjne ekonomicznie gdy istnieje darmowe źródło energii o temperaturze 50‒200°C. W artykule przedstawiono ziębiarkę hybrydową absorpcyjno-sprężarkową zasilaną energią geotermalną wykorzystywaną do produkcji lodu zawiesinowego do celów ziębienia w klimatyzacji. Słowa kluczowe: ziębiarka hybrydowa absorpcyjno/sprężarkowa, ziębiarka absorpcyjna wodno-amoniakalna, energia geotermalna DOI: 10.4467/2353737XCT.15.190.4395 * Ph.D. Eng. Renata Sikorska-Bączek, Institute of Thermal Engineering and Air Protection, Faculty of Environmental Engineering, Cracow University of Technology. 120 1. Introduction Due to the dwindling global resources of fossil fuels, and also because of the need to protect the environment from degradation, methods using alternative energy sources are becoming more and more popular.