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Modelling of organic Rankine cycle power systems in off-design conditions: An experimentally-validated comparative study

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  • Dickes, Rémi
  • Dumont, Olivier
  • Daccord, Rémi
  • Quoilin, Sylvain
  • Lemort, Vincent

Abstract

Because of environmental issues and the depletion of fossil fuels, the world energy sector is undergoing many changes toward increased sustainability. Among the many fields of research and development, power generation from low-grade heat sources is gaining interest and the organic Rankine cycle (ORC) is seen as one of the most promising technologies for such applications. In this paper, it is proposed to perform an experimentally-validated comparison of different modelling methods for the off-design simulation of ORC-based power systems. To this end, three types of modelling paradigms (namely a constant-efficiency method, a polynomial-based method and a semi-empirical method) are compared both in terms of their fitting and extrapolation capabilities. Post-processed measurements gathered on two experimental ORC facilities are used as reference for the models calibration and evaluation. The study is first applied at a component level (i.e. each component is analysed individually) and then extended to the characterization of the entire organic Rankine cycle power systems. Benefits and limitations of each modelling method are discussed. The results show that semi-empirical models are the most reliable for simulating the off-design working conditions of ORC systems, while constant-efficiency and polynomial-based models are both demonstrating lack of accuracy and/or robustness.

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  • Dickes, Rémi & Dumont, Olivier & Daccord, Rémi & Quoilin, Sylvain & Lemort, Vincent, 2017. "Modelling of organic Rankine cycle power systems in off-design conditions: An experimentally-validated comparative study," Energy, Elsevier, vol. 123(C), pages 710-727.
    • Handle: RePEc:eee:energy:v:123:y:2017:i:c:p:710-727
    DOI: 10.1016/j.energy.2017.01.130
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    1. Mazzi, N. & Rech, S. & Lazzaretto, A., 2015. "Off-design dynamic model of a real Organic Rankine Cycle system fuelled by exhaust gases from industrial processes," Energy, Elsevier, vol. 90(P1), pages 537-551.
    2. E. Georges & S. Declaye & O. Dumont & S. Quoilin & V. Lemort, 2013. "Design of a small-scale organic Rankine cycle engine used in a solar power plant," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 8(suppl_1), pages 34-41, April.
    3. Manente, Giovanni & Toffolo, Andrea & Lazzaretto, Andrea & Paci, Marco, 2013. "An Organic Rankine Cycle off-design model for the search of the optimal control strategy," Energy, Elsevier, vol. 58(C), pages 97-106.
    4. Declaye, Sébastien & Quoilin, Sylvain & Guillaume, Ludovic & Lemort, Vincent, 2013. "Experimental study on an open-drive scroll expander integrated into an ORC (Organic Rankine Cycle) system with R245fa as working fluid," Energy, Elsevier, vol. 55(C), pages 173-183.
    5. Quoilin, Sylvain & Aumann, Richard & Grill, Andreas & Schuster, Andreas & Lemort, Vincent & Spliethoff, Hartmut, 2011. "Dynamic modeling and optimal control strategy of waste heat recovery Organic Rankine Cycles," Applied Energy, Elsevier, vol. 88(6), pages 2183-2190, June.
    6. Davide Ziviani & Brandon J. Woodland & Emeline Georges & Eckhard A. Groll & James E. Braun & W. Travis Horton & Martijn Van den Broek & Michel De Paepe, 2016. "Development and a Validation of a Charge Sensitive Organic Rankine Cycle (ORC) Simulation Tool," Energies, MDPI, vol. 9(6), pages 1-36, May.
    7. Hu, Dongshuai & Zheng, Ya & Wu, Yi & Li, Saili & Dai, Yiping, 2015. "Off-design performance comparison of an organic Rankine cycle under different control strategies," Applied Energy, Elsevier, vol. 156(C), pages 268-279.
    8. Ben-Ran Fu & Sung-Wei Hsu & Yuh-Ren Lee & Jui-Ching Hsieh & Chia-Ming Chang & Chih-Hsi Liu, 2014. "Performance of a 250 kW Organic Rankine Cycle System for Off-Design Heat Source Conditions," Energies, MDPI, vol. 7(6), pages 1-11, June.
    9. Sylvain Quoilin & Jessica Schrouff, 2016. "Assessing Steady-State, Multivariate Experimental Data Using Gaussian Processes: The GPExp Open-Source Library," Energies, MDPI, vol. 9(6), pages 1-16, May.
    10. Bamgbopa, Musbaudeen O. & Uzgoren, Eray, 2013. "Numerical analysis of an organic Rankine cycle under steady and variable heat input," Applied Energy, Elsevier, vol. 107(C), pages 219-228.
    11. Xie, Hui & Yang, Can, 2013. "Dynamic behavior of Rankine cycle system for waste heat recovery of heavy duty diesel engines under driving cycle," Applied Energy, Elsevier, vol. 112(C), pages 130-141.
    12. Tchanche, Bertrand F. & Lambrinos, Gr. & Frangoudakis, A. & Papadakis, G., 2011. "Low-grade heat conversion into power using organic Rankine cycles – A review of various applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(8), pages 3963-3979.
    Full references (including those not matched with items on IDEAS)

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    5. Dickes, Rémi & Dumont, Olivier & Guillaume, Ludovic & Quoilin, Sylvain & Lemort, Vincent, 2018. "Charge-sensitive modelling of organic Rankine cycle power systems for off-design performance simulation," Applied Energy, Elsevier, vol. 212(C), pages 1262-1281.
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    11. Osman Özkaraca & Pınar Keçebaş & Cihan Demircan & Ali Keçebaş, 2017. "Thermodynamic Optimization of a Geothermal- Based Organic Rankine Cycle System Using an Artificial Bee Colony Algorithm," Energies, MDPI, vol. 10(11), pages 1-28, October.
    12. Petrollese, Mario & Cocco, Daniele, 2020. "A multi-scenario approach for a robust design of solar-based ORC systems," Renewable Energy, Elsevier, vol. 161(C), pages 1184-1194.
    13. Dawo, Fabian & Wieland, Christoph & Spliethoff, Hartmut, 2019. "Kalina power plant part load modeling: Comparison of different approaches to model part load behavior and validation on real operating data," Energy, Elsevier, vol. 174(C), pages 625-637.
    14. Wang, Z.X. & Du, S. & Wang, L.W. & Chen, X., 2020. "Parameter analysis of an ammonia-water power cycle with a gravity assisted thermal driven “pump” for low-grade heat recovery," Renewable Energy, Elsevier, vol. 146(C), pages 651-661.
    15. Kalina, Jacek & Świerzewski, Mateusz, 2019. "Identification of ORC unit operation in biomass-fired cogeneration system," Renewable Energy, Elsevier, vol. 142(C), pages 400-414.
    16. Chatzopoulou, Maria Anna & Lecompte, Steven & Paepe, Michel De & Markides, Christos N., 2019. "Off-design optimisation of organic Rankine cycle (ORC) engines with different heat exchangers and volumetric expanders in waste heat recovery applications," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    17. Wei, Youxing & Luo, Xianglong & Liang, Yingzong & Chen, Jianyong & Yang, Zhi & He, Jiacheng & Wang, Chao & Chen, Ying, 2022. "Time series aggregation-based design and operation optimization of a solar-driven organic Rankine cycle incorporating variation of environmental temperature and solar radiation," Renewable Energy, Elsevier, vol. 192(C), pages 87-106.
    18. Lecompte, Steven & Gusev, Sergei & Vanslambrouck, Bruno & De Paepe, Michel, 2018. "Experimental results of a small-scale organic Rankine cycle: Steady state identification and application to off-design model validation," Applied Energy, Elsevier, vol. 226(C), pages 82-106.
    19. 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.
    20. Ancona, Maria Alessandra & Bianchi, Michele & Branchini, Lisa & De Pascale, Andrea & Melino, Francesco & Peretto, Antonio & Poletto, Chiara & Torricelli, Noemi, 2022. "Solar driven micro-ORC system assessment for residential application," Renewable Energy, Elsevier, vol. 195(C), pages 167-181.
    21. Imran, Muhammad & Pili, Roberto & Usman, Muhammad & Haglind, Fredrik, 2020. "Dynamic modeling and control strategies of organic Rankine cycle systems: Methods and challenges," Applied Energy, Elsevier, vol. 276(C).
    22. 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.
    23. Bianchi, M. & Branchini, L. & De Pascale, A. & Melino, F. & Ottaviano, S. & Peretto, A. & Torricelli, N., 2020. "Replacement of R134a with low-GWP fluids in a kW-size reciprocating piston expander: Performance prediction and design optimization," Energy, Elsevier, vol. 206(C).
    24. Petrollese, Mario & Cau, Giorgio & Cocco, Daniele, 2020. "The Ottana solar facility: dispatchable power from small-scale CSP plants based on ORC systems," Renewable Energy, Elsevier, vol. 147(P3), pages 2932-2943.

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