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Multi-objective optimization and off-design evaluation of organic rankine cycle (ORC) for low-grade waste heat recovery

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  • Wang, Lingbao
  • Bu, Xianbiao
  • Li, Huashan

Abstract

Organic Rankine Cycle (ORC) is a technically feasible way for low temperature waste heat recovery. Multi-objective optimization of the ORC using R245fa is conducted considering both thermodynamic performance and economic factors simultaneously, by means of Non-dominated sorting genetic algorithm-Ⅱ. The optimum operating parameters were achieved by sorting the Pareto-optimal solutions using the technique for order preference by similarity to ideal situation. A comprehensive analysis on the off-design performance of the optimized ORC system is examined. Rls is defined as the ratio of latent heat to sensible heat of the input heat to investigate the relation between the distribution of the input heat and the system performance. The effects of hot water temperature and mass flow rate, cooling water temperature and mass flow rate, superheated degree, subcooling degree and working pump rotational speed, on thermal efficiency, exergy efficiency, net power output, investment cost per unit power and Rls were investigated. The fitted correlations between Rls and the system performance indexes were derived. The novelties of the present paper are the multi-objective optimization for the further off-design behavior analysis and the quantitative relation investigation between Rls and system performance indexes. It is indicated that the direction of system optimization is to reduce Rls.

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  • Wang, Lingbao & Bu, Xianbiao & Li, Huashan, 2020. "Multi-objective optimization and off-design evaluation of organic rankine cycle (ORC) for low-grade waste heat recovery," Energy, Elsevier, vol. 203(C).
  • Handle: RePEc:eee:energy:v:203:y:2020:i:c:s0360544220309166
    DOI: 10.1016/j.energy.2020.117809
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    as
    1. Song, Jian & Li, Yan & Gu, Chun-wei & Zhang, Li, 2014. "Thermodynamic analysis and performance optimization of an ORC (Organic Rankine Cycle) system for multi-strand waste heat sources in petroleum refining industry," Energy, Elsevier, vol. 71(C), pages 673-680.
    2. Shu, Gequn & Zhao, Mingru & Tian, Hua & Huo, Yongzhan & Zhu, Weijie, 2016. "Experimental comparison of R123 and R245fa as working fluids for waste heat recovery from heavy-duty diesel engine," Energy, Elsevier, vol. 115(P1), pages 756-769.
    3. Zhou, Naijun & Wang, Xiaoyuan & Chen, Zhuo & Wang, Zhiqi, 2013. "Experimental study on Organic Rankine Cycle for waste heat recovery from low-temperature flue gas," Energy, Elsevier, vol. 55(C), pages 216-225.
    4. Li, Tailu & Yuan, Zhenhe & Li, Wei & Yang, Junlan & Zhu, Jialing, 2016. "Strengthening mechanisms of two-stage evaporation strategy on system performance for organic Rankine cycle," Energy, Elsevier, vol. 101(C), pages 532-540.
    5. Miao, Zheng & Xu, Jinliang & Zhang, Kai, 2017. "Experimental and modeling investigation of an organic Rankine cycle system based on the scroll expander," Energy, Elsevier, vol. 134(C), pages 35-49.
    6. Yıldız Koç & Hüseyin Yağlı & Ali Koç, 2019. "Exergy Analysis and Performance Improvement of a Subcritical/Supercritical Organic Rankine Cycle (ORC) for Exhaust Gas Waste Heat Recovery in a Biogas Fuelled Combined Heat and Power (CHP) Engine Thro," Energies, MDPI, vol. 12(4), pages 1-22, February.
    7. Kuo, Chi-Ron & Hsu, Sung-Wei & Chang, Kai-Han & Wang, Chi-Chuan, 2011. "Analysis of a 50kW organic Rankine cycle system," Energy, Elsevier, vol. 36(10), pages 5877-5885.
    8. Liu, Chao & He, Chao & Gao, Hong & Xie, Hui & Li, Yourong & Wu, Shuangying & Xu, Jinliang, 2013. "The environmental impact of organic Rankine cycle for waste heat recovery through life-cycle assessment," Energy, Elsevier, vol. 56(C), pages 144-154.
    9. Yağlı, Hüseyin & Koç, Yıldız & Koç, Ali & Görgülü, Adnan & Tandiroğlu, Ahmet, 2016. "Parametric optimization and exergetic analysis comparison of subcritical and supercritical organic Rankine cycle (ORC) for biogas fuelled combined heat and power (CHP) engine exhaust gas waste heat," Energy, Elsevier, vol. 111(C), pages 923-932.
    10. Rayegan, R. & Tao, Y.X., 2011. "A procedure to select working fluids for Solar Organic Rankine Cycles (ORCs)," Renewable Energy, Elsevier, vol. 36(2), pages 659-670.
    11. Astolfi, Marco & Romano, Matteo C. & Bombarda, Paola & Macchi, Ennio, 2014. "Binary ORC (organic Rankine cycles) power plants for the exploitation of medium–low temperature geothermal sources – Part A: Thermodynamic optimization," Energy, Elsevier, vol. 66(C), pages 423-434.
    12. Liu, Changwei & Gao, Tieyu, 2019. "Off-design performance analysis of basic ORC, ORC using zeotropic mixtures and composition-adjustable ORC under optimal control strategy," Energy, Elsevier, vol. 171(C), pages 95-108.
    13. Astolfi, Marco & Romano, Matteo C. & Bombarda, Paola & Macchi, Ennio, 2014. "Binary ORC (Organic Rankine Cycles) power plants for the exploitation of medium–low temperature geothermal sources – Part B: Techno-economic optimization," Energy, Elsevier, vol. 66(C), pages 435-446.
    14. Wang, Dongxiang & Ling, Xiang & Peng, Hao & Liu, Lin & Tao, LanLan, 2013. "Efficiency and optimal performance evaluation of organic Rankine cycle for low grade waste heat power generation," Energy, Elsevier, vol. 50(C), pages 343-352.
    Full references (including those not matched with items on IDEAS)

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    21. Zhang, Yuan & Wu, Xiaocheng & Tian, Zhen & Gao, Wenzhong & Peng, Hao & Yang, Ke, 2023. "Comparison of random forest, support vector regression, and long short term memory for performance prediction and optimization of a cryogenic organic rankine cycle (ORC)," Energy, Elsevier, vol. 280(C).
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    25. Y., Nandakishora & Sahoo, Ranjit K. & S., Murugan & Gu, Sai, 2023. "4E analysis of the cryogenic CO2 separation process integrated with waste heat recovery," Energy, Elsevier, vol. 278(PA).

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