IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v217y2021ics0360544220324439.html
   My bibliography  Save this article

Binary-objective optimization of latest low-GWP alternatives to R245fa for organic Rankine cycle application

Author

Listed:
  • Yang, Jingye
  • Gao, Lei
  • Ye, Zhenhong
  • Hwang, Yunho
  • Chen, Jiangping

Abstract

Organic Rankine cycle (ORC) enables to harness waste heat resource to generate electrical power. R245fa is assumed as an appropriate working fluid for low-temperature waste heat recovery. However, strict regulations of CO2 emissions stimulate scientists to search for potential alternatives to R245fa. This paper presents a comparative analysis of various latest low-GWP refrigerants for ORC application. An energetic-economic-environmental evaluation model is established and further integrated into the non-sorted genetic algorithm (NSGA-II) for multi-objective optimization (MOO). A classic decision-making method is employed to screen out the optimal refrigerant for current study. Apart from that, the whole-year ambient conditions in Sydney are taken into consideration to screen refrigerants. Comparing the cycle thermal efficiency, R1224yd(Z) leads to 3.3% higher than R245fa. Comparing the economic cost, it saves 10.4% more than R245fa. Comparing the whole year’s performance, R1224yd(Z) exhibits 11.2% higher cycle thermal efficiency than R245fa while R1234ze(Z) saves 9.85% more economic cost than R245fa. R1224yd(Z) is considered as the optimal working fluid for current ORC system. R1224yd(Z) leads to 16% higher LECTs than R245fa. Comparing the maximum LECTs, R1224yd(Z), R1234ze(Z) and R1233zd(E) is 16%, 9.2% and 13.5% higher than R245fa, respectively.

Suggested Citation

  • Yang, Jingye & Gao, Lei & Ye, Zhenhong & Hwang, Yunho & Chen, Jiangping, 2021. "Binary-objective optimization of latest low-GWP alternatives to R245fa for organic Rankine cycle application," Energy, Elsevier, vol. 217(C).
  • Handle: RePEc:eee:energy:v:217:y:2021:i:c:s0360544220324439
    DOI: 10.1016/j.energy.2020.119336
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544220324439
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2020.119336?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Usman, Muhammad & Imran, Muhammad & Yang, Youngmin & Lee, Dong Hyun & Park, Byung-Sik, 2017. "Thermo-economic comparison of air-cooled and cooling tower based Organic Rankine Cycle (ORC) with R245fa and R1233zde as candidate working fluids for different geographical climate conditions," Energy, Elsevier, vol. 123(C), pages 353-366.
    2. King, Maia & Tarbush, Bassel & Teytelboym, Alexander, 2019. "Targeted carbon tax reforms," European Economic Review, Elsevier, vol. 119(C), pages 526-547.
    3. Eyerer, Sebastian & Wieland, Christoph & Vandersickel, Annelies & Spliethoff, Hartmut, 2016. "Experimental study of an ORC (Organic Rankine Cycle) and analysis of R1233zd-E as a drop-in replacement for R245fa for low temperature heat utilization," Energy, Elsevier, vol. 103(C), pages 660-671.
    4. Navarro-Esbrí, Joaquín & Molés, Francisco & Peris, Bernardo & Mota-Babiloni, Adrián & Kontomaris, Konstantinos, 2017. "Experimental study of an Organic Rankine Cycle with HFO-1336mzz-Z as a low global warming potential working fluid for micro-scale low temperature applications," Energy, Elsevier, vol. 133(C), pages 79-89.
    5. Welzl, Matthias & Heberle, Florian & Brüggemann, Dieter, 2020. "Experimental evaluation of nucleate pool boiling heat transfer correlations for R245fa and R1233zd(E) in ORC applications," Renewable Energy, Elsevier, vol. 147(P3), pages 2855-2864.
    6. Petr, Philipp & Raabe, Gabriele, 2015. "Evaluation of R-1234ze(Z) as drop-in replacement for R-245fa in Organic Rankine Cycles – From thermophysical properties to cycle performance," Energy, Elsevier, vol. 93(P1), pages 266-274.
    7. van Kleef, Luuk M.T. & Oyewunmi, Oyeniyi A. & Markides, Christos N., 2019. "Multi-objective thermo-economic optimization of organic Rankine cycle (ORC) power systems in waste-heat recovery applications using computer-aided molecular design techniques," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    8. Eyerer, Sebastian & Dawo, Fabian & Kaindl, Johannes & Wieland, Christoph & Spliethoff, Hartmut, 2019. "Experimental investigation of modern ORC working fluids R1224yd(Z) and R1233zd(E) as replacements for R245fa," Applied Energy, Elsevier, vol. 240(C), pages 946-963.
    9. Rosset, Kévin & Mounier, Violette & Guenat, Eliott & Schiffmann, Jürg, 2018. "Multi-objective optimization of turbo-ORC systems for waste heat recovery on passenger car engines," Energy, Elsevier, vol. 159(C), pages 751-765.
    10. Zhu, Sipeng & Ma, Zetai & Zhang, Kun & Deng, Kangyao, 2020. "Energy and exergy analysis of the combined cycle power plant recovering waste heat from the marine two-stroke engine under design and off-design conditions," Energy, Elsevier, vol. 210(C).
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ping, Xu & Yang, Fubin & Zhang, Hongguang & Xing, Chengda & Yu, Mingzhe & Wang, Yan, 2023. "Investigation and multi-objective optimization of vehicle engine-organic Rankine cycle (ORC) combined system in different driving conditions," Energy, Elsevier, vol. 263(PB).
    2. Ping, Xu & Yang, Fubin & Zhang, Hongguang & Zhang, Jian & Xing, Chengda & Yan, Yinlian & Yang, Anren & Wang, Yan, 2023. "Information theory-based dynamic feature capture and global multi-objective optimization approach for organic Rankine cycle (ORC) considering road environment," Applied Energy, Elsevier, vol. 348(C).
    3. Ping, Xu & Yang, Fubin & Zhang, Hongguang & Xing, Chengda & Zhang, Wujie & Wang, Yan & Yao, Baofeng, 2023. "Dynamic response assessment and multi-objective optimization of organic Rankine cycle (ORC) under vehicle driving cycle conditions," Energy, Elsevier, vol. 263(PA).
    4. Ping, Xu & Yang, Fubin & Zhang, Hongguang & Xing, Chengda & Yang, Anren & Yan, Yinlian & Pan, Yachao & Wang, Yan, 2023. "Ensemble of self-organizing adaptive maps and dynamic multi-objective optimization for organic Rankine cycle (ORC) under transportation and driving environment," Energy, Elsevier, vol. 275(C).
    5. Galloni, E., 2022. "Analysis on the waste heat recovery in a light duty vehicle," Energy, Elsevier, vol. 238(PA).
    6. Al-Sayyab, Ali Khalid Shaker & Mota-Babiloni, Adrián & Navarro-Esbrí, Joaquín, 2023. "Performance evaluation of modified compound organic Rankine-vapour compression cycle with two cooling levels, heating, and power generation," Applied Energy, Elsevier, vol. 334(C).
    7. Huijun Feng & Wei Tang & Lingen Chen & Junchao Shi & Zhixiang Wu, 2021. "Multi-Objective Constructal Optimization for Marine Condensers," Energies, MDPI, vol. 14(17), pages 1-18, September.
    8. Nenad Mustapić & Vladislav Brkić & Željko Duić & Toni Kralj, 2022. "Thermodynamic Optimization of Advanced Organic Rankine Cycle Configurations for Geothermal Energy Applications," Energies, MDPI, vol. 15(19), pages 1-36, September.
    9. Liu, Yanfeng & Tang, Huanlong & Chen, Yaowen & Wang, Dengjia & Song, Cong, 2022. "Optimization of layout and diameter for distributed solar heating network with multi-source and multi-sink," Energy, Elsevier, vol. 258(C).
    10. Yuan Zhao & Bowen Du & Shunyi Chen & Jun Zhao & Zhipeng Guo & Lingbao Wang, 2022. "Energy and Conventional and Advanced Exergy Analyses of Low-Temperature Geothermal Binary-Flashing Cycle Using Zeotropic Mixtures," Energies, MDPI, vol. 15(10), pages 1-18, May.
    11. Shuozhuo Hu & Zhen Yang & Jian Li & Yuanyuan Duan, 2021. "A Review of Multi-Objective Optimization in Organic Rankine Cycle (ORC) System Design," Energies, MDPI, vol. 14(20), pages 1-36, October.
    12. Gao, Lei & Cao, Tao & Hwang, Yunho & Radermacher, Reinhard, 2022. "Robustness analysis in supercritical CO2 power generation system configuration optimization," Energy, Elsevier, vol. 242(C).
    13. Guangbiao Fu & Songyuan Zhang & Zhong Ge & Jian Li & Jian Xu & Jianbin Xie & Zhiyong Xie & Dong Yao & Tao Zhao & Zhijie Wang & Shuaikun Yue & Siyu Zhao & Fanhan Liu & Qiuping Jiang, 2022. "Thermo-Economic Performance Analysis of a Novel Organic Flash Rankine Cycle Using R600/R245fa Mixtures," Energies, MDPI, vol. 15(21), pages 1-19, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yang, Jingye & Ye, Zhenhong & Yu, Binbin & Ouyang, Hongsheng & Chen, Jiangping, 2019. "Simultaneous experimental comparison of low-GWP refrigerants as drop-in replacements to R245fa for Organic Rankine cycle application: R1234ze(Z), R1233zd(E), and R1336mzz(E)," Energy, Elsevier, vol. 173(C), pages 721-731.
    2. Jovell, Daniel & Gonzalez-Olmos, Rafael & Llovell, Fèlix, 2022. "A computational drop-in assessment of hydrofluoroethers in Organic Rankine Cycles," Energy, Elsevier, vol. 254(PB).
    3. Navarro-Esbrí, Joaquín & Amat-Albuixech, Marta & Molés, Francisco & Mateu-Royo, Carlos & Mota-Babiloni, Adrián & Collado, Roberto, 2020. "HCFO-1224yd(Z) as HFC-245fa drop-in alternative in low temperature ORC systems: Experimental analysis in a waste heat recovery real facility," Energy, Elsevier, vol. 193(C).
    4. Dawo, Fabian & Fleischmann, Jonas & Kaufmann, Florian & Schifflechner, Christopher & Eyerer, Sebastian & Wieland, Christoph & Spliethoff, Hartmut, 2021. "R1224yd(Z), R1233zd(E) and R1336mzz(Z) as replacements for R245fa: Experimental performance, interaction with lubricants and environmental impact," Applied Energy, Elsevier, vol. 288(C).
    5. Giuffrida, Antonio, 2018. "A theoretical study on the performance of a scroll expander in an organic Rankine cycle with hydrofluoroolefins (HFOs) in place of R245fa," Energy, Elsevier, vol. 161(C), pages 1172-1180.
    6. Giménez-Prades, P. & Navarro-Esbrí, J. & Arpagaus, C. & Fernández-Moreno, A. & Mota-Babiloni, A., 2022. "Novel molecules as working fluids for refrigeration, heat pump and organic Rankine cycle systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    7. Peris, Bernardo & Navarro-Esbrí, Joaquín & Mateu-Royo, Carlos & Mota-Babiloni, Adrián & Molés, Francisco & Gutiérrez-Trashorras, Antonio J. & Amat-Albuixech, Marta, 2020. "Thermo-economic optimization of small-scale Organic Rankine Cycle: A case study for low-grade industrial waste heat recovery," Energy, Elsevier, vol. 213(C).
    8. Zhang, Xuanang & Wang, Xuan & Cai, Jinwen & He, Zhaoxian & Tian, Hua & Shu, Gequn & Shi, Lingfeng, 2022. "Experimental study on operating parameters matching characteristic of the organic Rankine cycle for engine waste heat recovery," Energy, Elsevier, vol. 244(PA).
    9. Xi, Huan & Zhang, Honghu & He, Ya-Ling & Huang, Zuohua, 2019. "Sensitivity analysis of operation parameters on the system performance of organic rankine cycle system using orthogonal experiment," Energy, Elsevier, vol. 172(C), pages 435-442.
    10. Wang, Zhiqi & Zhao, Yabin & Xia, Xiaoxia & Pan, Huihui & Zhang, Sifeng & Liu, Zhipeng, 2023. "Experimental evaluation of organic Rankine cycle using zeotropic mixture under different operation conditions," Energy, Elsevier, vol. 264(C).
    11. Eyerer, Sebastian & Dawo, Fabian & Kaindl, Johannes & Wieland, Christoph & Spliethoff, Hartmut, 2019. "Experimental investigation of modern ORC working fluids R1224yd(Z) and R1233zd(E) as replacements for R245fa," Applied Energy, Elsevier, vol. 240(C), pages 946-963.
    12. Shuozhuo Hu & Zhen Yang & Jian Li & Yuanyuan Duan, 2021. "A Review of Multi-Objective Optimization in Organic Rankine Cycle (ORC) System Design," Energies, MDPI, vol. 14(20), pages 1-36, October.
    13. Zhang, Xuefeng & Wang, Liwei & Wang, Zixuan & Wang, Lemin & Zhang, Zihan, 2022. "Non-steady thermodynamic characteristics of a pilot-scale organic Rankine cycle system with a thermally-driven pump," Energy, Elsevier, vol. 252(C).
    14. Eyerer, Sebastian & Dawo, Fabian & Rieger, Florian & Schuster, Andreas & Aumann, Richard & Wieland, Christoph & Spliethoff, Hartmut, 2019. "Experimental and numerical investigation of direct liquid injection into an ORC twin-screw expander," Energy, Elsevier, vol. 178(C), pages 867-878.
    15. Li, Pengcheng & Cao, Qing & Li, Jing & Wang, Yandong & Pei, Gang & Gao, Cai & Zhao, Hongling & Liu, Xunfen, 2020. "Effect of regenerator on the direct steam generation solar power system characterized by prolonged thermal storage and stable power conversion," Renewable Energy, Elsevier, vol. 159(C), pages 1099-1116.
    16. Witanowski, Łukasz & Klonowicz, Piotr & Lampart, Piotr & Klimaszewski, Piotr & Suchocki, Tomasz & Jędrzejewski, Łukasz & Zaniewski, Dawid & Ziółkowski, Paweł, 2023. "Impact of rotor geometry optimization on the off-design ORC turbine performance," Energy, Elsevier, vol. 265(C).
    17. Eyerer, S. & Schifflechner, C. & Hofbauer, S. & Bauer, W. & Wieland, C. & Spliethoff, H., 2020. "Combined heat and power from hydrothermal geothermal resources in Germany: An assessment of the potential," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
    18. Chen, Chonghui & Xing, Lingli & Su, Wen & Lin, Xinxing, 2023. "Performance prediction and design of CO2 mixtures with the PR-VDW model and molecular groups for the transcritical power cycle," Energy, Elsevier, vol. 282(C).
    19. Vasco M. Carvalho & Alireza Tahbaz-Salehi, 2019. "Production Networks: A Primer," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 635-663, August.
    20. Zhao, Ying-Kun & Lei, Biao & Wu, Yu-Ting & Zhi, Rui-Ping & Wang, Wei & Guo, Hang & Ma, Chong-Fang, 2018. "Experimental study on the net efficiency of an Organic Rankine Cycle with single screw expander in different seasons," Energy, Elsevier, vol. 165(PB), pages 769-775.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:energy:v:217:y:2021:i:c:s0360544220324439. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.