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Multi-objective optimization of organic Rankine cycle using hydrofluorolefins (HFOs) based on different target preferences

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  • Hu, Shuozhuo
  • Li, Jian
  • Yang, Fubin
  • Yang, Zhen
  • Duan, Yuanyuan

Abstract

Thermodynamic and economic performance are common conflicting indicators to evaluate the organic Rankine cycle (ORC). Different preferences between thermodynamic and economic criteria lead to different results. In this study, a numerical target preference based ORC model using multi-objective optimization and multi-criteria decision-making (MCDM) method is proposed, which provides corresponding optimal system parameters and working fluid according to decision-makers’ different preferences. Four MCDM methods are used to select optimal solutions in 51 preference cases with the weight of economic performance (W1) increasing from 0 to 1. As an example, a subcritical ORC using seven eco-friendly hydrofluorolefin fluids is analyzed. Results reveal the great influence of target preference on optimal solutions. In terms of system parameters, evaporation temperature is the most relevant decision variable, which should be reduced as W1 increases. While the superheat degree should be kept minimum value, regardless of target preference. For working fluid, when thermodynamic performance is dominating (W1<0.2), R1234ze(E) is optimal with the largest power output of 50.8 kW, 14% higher than R245fa. Otherwise (W1≥0.3), R1234ze(Z) is optimal. Besides, four MCDM methods are compared, and LINMAP is recommended. The method proposed in this study provides decision-makers with more flexible options and more reliable results.

Suggested Citation

  • Hu, Shuozhuo & Li, Jian & Yang, Fubin & Yang, Zhen & Duan, Yuanyuan, 2020. "Multi-objective optimization of organic Rankine cycle using hydrofluorolefins (HFOs) based on different target preferences," Energy, Elsevier, vol. 203(C).
    • Handle: RePEc:eee:energy:v:203:y:2020:i:c:s0360544220309555
    DOI: 10.1016/j.energy.2020.117848
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    1. Nastaran Chitsaz & Mohammad Banihabib, 2015. "Comparison of Different Multi Criteria Decision-Making Models in Prioritizing Flood Management Alternatives," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 29(8), pages 2503-2525, June.
    2. Wang, Jiang-Jiang & Jing, You-Yin & Zhang, Chun-Fa & Zhao, Jun-Hong, 2009. "Review on multi-criteria decision analysis aid in sustainable energy decision-making," Renewable and Sustainable Energy Reviews, Elsevier, vol. 13(9), pages 2263-2278, December.
    3. Sadeghi, Mohsen & Nemati, Arash & ghavimi, Alireza & Yari, Mortaza, 2016. "Thermodynamic analysis and multi-objective optimization of various ORC (organic Rankine cycle) configurations using zeotropic mixtures," Energy, Elsevier, vol. 109(C), pages 791-802.
    4. Feng, Yongqiang & Zhang, Yaning & Li, Bingxi & Yang, Jinfu & Shi, Yang, 2015. "Sensitivity analysis and thermoeconomic comparison of ORCs (organic Rankine cycles) for low temperature waste heat recovery," Energy, Elsevier, vol. 82(C), pages 664-677.
    5. Joseph Gogodze, 2019. "Ranking-Theory Methods for Solving Multicriteria Decision-Making Problems," Advances in Operations Research, Hindawi, vol. 2019, pages 1-7, April.
    6. Emadi, Mohammad Ali & Chitgar, Nazanin & Oyewunmi, Oyeniyi A. & Markides, Christos N., 2020. "Working-fluid selection and thermoeconomic optimisation of a combined cycle cogeneration dual-loop organic Rankine cycle (ORC) system for solid oxide fuel cell (SOFC) waste-heat recovery," Applied Energy, Elsevier, vol. 261(C).
    7. 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.
    8. Jesper G. Andreasen & Martin R. Kærn & Leonardo Pierobon & Ulrik Larsen & Fredrik Haglind, 2016. "Multi-Objective Optimization of Organic Rankine Cycle Power Plants Using Pure and Mixed Working Fluids," Energies, MDPI, vol. 9(5), pages 1-15, April.
    9. Zhang, Cheng & Liu, Chao & Xu, Xiaoxiao & Li, Qibin & Wang, Shukun, 2019. "Energetic, exergetic, economic and environmental (4E) analysis and multi-factor evaluation method of low GWP fluids in trans-critical organic Rankine cycles," Energy, Elsevier, vol. 168(C), pages 332-345.
    10. Mondejar, M.E. & Andreasen, J.G. & Pierobon, L. & Larsen, U. & Thern, M. & Haglind, F., 2018. "A review of the use of organic Rankine cycle power systems for maritime applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 91(C), pages 126-151.
    11. Bao, Junjiang & Zhao, Li, 2013. "A review of working fluid and expander selections for organic Rankine cycle," Renewable and Sustainable Energy Reviews, Elsevier, vol. 24(C), pages 325-342.
    12. Hajabdollahi, Zahra & Hajabdollahi, Farzaneh & Tehrani, Mahdi & Hajabdollahi, Hassan, 2013. "Thermo-economic environmental optimization of Organic Rankine Cycle for diesel waste heat recovery," Energy, Elsevier, vol. 63(C), pages 142-151.
    13. Steven Lecompte & Sanne Lemmens & Henk Huisseune & Martijn Van den Broek & Michel De Paepe, 2015. "Multi-Objective Thermo-Economic Optimization Strategy for ORCs Applied to Subcritical and Transcritical Cycles for Waste Heat Recovery," Energies, MDPI, vol. 8(4), pages 1-28, April.
    14. Dimitrova, Zlatina & Maréchal, François, 2015. "Energy integration on multi-periods and multi-usages for hybrid electric and thermal powertrains," Energy, Elsevier, vol. 83(C), pages 539-550.
    15. Markus Hartikainen & Kaisa Miettinen & Margaret Wiecek, 2012. "PAINT: Pareto front interpolation for nonlinear multiobjective optimization," Computational Optimization and Applications, Springer, vol. 52(3), pages 845-867, July.
    16. Li, Jian & Ge, Zhong & Duan, Yuanyuan & Yang, Zhen & Liu, Qiang, 2018. "Parametric optimization and thermodynamic performance comparison of single-pressure and dual-pressure evaporation organic Rankine cycles," Applied Energy, Elsevier, vol. 217(C), pages 409-421.
    17. Frangopoulos, Christos A., 2018. "Recent developments and trends in optimization of energy systems," Energy, Elsevier, vol. 164(C), pages 1011-1020.
    18. Zhu, Yilin & Li, Weiyi & Sun, Guanzhong & Li, Haojie, 2018. "Thermo-economic analysis based on objective functions of an organic Rankine cycle for waste heat recovery from marine diesel engine," Energy, Elsevier, vol. 158(C), pages 343-356.
    19. Yang, Min-Hsiung & Yeh, Rong-Hua & Hung, Tzu-Chen, 2017. "Thermo-economic analysis of the transcritical organic Rankine cycle using R1234yf/R32 mixtures as the working fluids for lower-grade waste heat recovery," Energy, Elsevier, vol. 140(P1), pages 818-836.
    20. Le, Van Long & Feidt, Michel & Kheiri, Abdelhamid & Pelloux-Prayer, Sandrine, 2014. "Performance optimization of low-temperature power generation by supercritical ORCs (organic Rankine cycles) using low GWP (global warming potential) working fluids," Energy, Elsevier, vol. 67(C), pages 513-526.
    21. Larsen, Ulrik & Pierobon, Leonardo & Haglind, Fredrik & Gabrielii, Cecilia, 2013. "Design and optimisation of organic Rankine cycles for waste heat recovery in marine applications using the principles of natural selection," Energy, Elsevier, vol. 55(C), pages 803-812.
    22. Dimitrova, Zlatina & Lourdais, Pierre & Maréchal, François, 2015. "Performance and economic optimization of an organic rankine cycle for a gasoline hybrid pneumatic powertrain," Energy, Elsevier, vol. 86(C), pages 574-588.
    23. Ahmadi, Pouria & Dincer, Ibrahim & Rosen, Marc A., 2014. "Thermoeconomic multi-objective optimization of a novel biomass-based integrated energy system," Energy, Elsevier, vol. 68(C), pages 958-970.
    24. Ahmadi, Pouria & Dincer, Ibrahim & Rosen, Marc A., 2011. "Exergy, exergoeconomic and environmental analyses and evolutionary algorithm based multi-objective optimization of combined cycle power plants," Energy, Elsevier, vol. 36(10), pages 5886-5898.
    25. Mulliner, Emma & Malys, Naglis & Maliene, Vida, 2016. "Comparative analysis of MCDM methods for the assessment of sustainable housing affordability," Omega, Elsevier, vol. 59(PB), pages 146-156.
    26. Sayyaadi, Hoseyn & Saffari, Arash, 2010. "Thermoeconomic optimization of multi effect distillation desalination systems," Applied Energy, Elsevier, vol. 87(4), pages 1122-1133, April.
    27. Lee, Hsing-Chen & Chang, Ching-Ter, 2018. "Comparative analysis of MCDM methods for ranking renewable energy sources in Taiwan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 92(C), pages 883-896.
    28. Yang, Fubin & Zhang, Hongguang & Bei, Chen & Song, Songsong & Wang, Enhua, 2015. "Parametric optimization and performance analysis of ORC (organic Rankine cycle) for diesel engine waste heat recovery with a fin-and-tube evaporator," Energy, Elsevier, vol. 91(C), pages 128-141.
    29. Yang, Fubin & Cho, Heejin & Zhang, Hongguang & Zhang, Jian, 2017. "Thermoeconomic multi-objective optimization of a dual loop organic Rankine cycle (ORC) for CNG engine waste heat recovery," Applied Energy, Elsevier, vol. 205(C), pages 1100-1118.
    30. Yang, Fubin & Zhang, Hongguang & Song, Songsong & Bei, Chen & Wang, Hongjin & Wang, Enhua, 2015. "Thermoeconomic multi-objective optimization of an organic Rankine cycle for exhaust waste heat recovery of a diesel engine," Energy, Elsevier, vol. 93(P2), pages 2208-2228.
    Full references (including those not matched with items on IDEAS)

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