IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v109y2016icp987-997.html
   My bibliography  Save this article

Working fluid selection for organic Rankine cycles – Impact of uncertainty of fluid properties

Author

Listed:
  • Frutiger, Jérôme
  • Andreasen, Jesper
  • Liu, Wei
  • Spliethoff, Hartmut
  • Haglind, Fredrik
  • Abildskov, Jens
  • Sin, Gürkan

Abstract

This study presents a generic methodology to select working fluids for ORC (Organic Rankine Cycles) taking into account property uncertainties of the working fluids. A Monte Carlo procedure is described as a tool to propagate the influence of the input uncertainty of the fluid parameters on the ORC model output, and provides the 95%-confidence interval of the net power output with respect to the fluid property uncertainties. The methodology has been applied to a molecular design problem for an ORC using a low-temperature heat source and consisted of the following four parts: 1) formulation of process models and constraints 2) selection of property models, i.e. Peng–Robinson equation of state 3) screening of 1965 possible working fluid candidates including identification of optimal process parameters based on Monte Carlo sampling 4) propagating uncertainty of fluid parameters to the ORC net power output. The net power outputs of all the feasible working fluids were ranked including their uncertainties. The method could propagate and quantify the input property uncertainty of the fluid property parameters to the ORC model, giving an additional dimension to the fluid selection process. In the given analysis 15 fluids had an improved performance compared to the base case working fluid.

Suggested Citation

  • Frutiger, Jérôme & Andreasen, Jesper & Liu, Wei & Spliethoff, Hartmut & Haglind, Fredrik & Abildskov, Jens & Sin, Gürkan, 2016. "Working fluid selection for organic Rankine cycles – Impact of uncertainty of fluid properties," Energy, Elsevier, vol. 109(C), pages 987-997.
    • Handle: RePEc:eee:energy:v:109:y:2016:i:c:p:987-997
    DOI: 10.1016/j.energy.2016.05.010
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S036054421630562X
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2016.05.010?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. Brown, J. Steven & Brignoli, Riccardo & Daubman, Samantha, 2014. "Methodology for estimating thermodynamic parameters and performance of working fluids for organic Rankine cycles," Energy, Elsevier, vol. 73(C), pages 818-828.
    2. Chys, M. & van den Broek, M. & Vanslambrouck, B. & De Paepe, M., 2012. "Potential of zeotropic mixtures as working fluids in organic Rankine cycles," Energy, Elsevier, vol. 44(1), pages 623-632.
    3. Luo, Dong & Mahmoud, Ahmad & Cogswell, Frederick, 2015. "Evaluation of Low-GWP fluids for power generation with Organic Rankine Cycle," Energy, Elsevier, vol. 85(C), pages 481-488.
    4. Patrick Linke & Athanasios I. Papadopoulos & Panos Seferlis, 2015. "Systematic Methods for Working Fluid Selection and the Design, Integration and Control of Organic Rankine Cycles—A Review," Energies, MDPI, vol. 8(6), pages 1-47, May.
    5. 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.
    6. Zhai, Huixing & Shi, Lin & An, Qingsong, 2014. "Influence of working fluid properties on system performance and screen evaluation indicators for geothermal ORC (organic Rankine cycle) system," Energy, Elsevier, vol. 74(C), pages 2-11.
    7. 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.
    8. Liu, Wei & Meinel, Dominik & Wieland, Christoph & Spliethoff, Hartmut, 2014. "Investigation of hydrofluoroolefins as potential working fluids in organic Rankine cycle for geothermal power generation," Energy, Elsevier, vol. 67(C), pages 106-116.
    9. Xu, Jinliang & Yu, Chao, 2014. "Critical temperature criterion for selection of working fluids for subcritical pressure Organic Rankine cycles," Energy, Elsevier, vol. 74(C), pages 719-733.
    10. Andreasen, J.G. & Larsen, U. & Knudsen, T. & Pierobon, L. & Haglind, F., 2014. "Selection and optimization of pure and mixed working fluids for low grade heat utilization using organic Rankine cycles," Energy, Elsevier, vol. 73(C), pages 204-213.
    11. Hærvig, J. & Sørensen, K. & Condra, T.J., 2016. "Guidelines for optimal selection of working fluid for an organic Rankine cycle in relation to waste heat recovery," Energy, Elsevier, vol. 96(C), pages 592-602.
    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. Wang, Lili & Xia, Li & Li, Chengyun & Tian, Yuan & Teng, Junfeng & Sun, Xiaoyan & Xiang, Shuguang, 2023. "Exergy, economic, and exergoenvironmental analyses of new combined heat and power process based on mechanism analysis of working fluid screening," Energy, Elsevier, vol. 262(PA).
    2. Goran Durakovic & Geir Skaugen, 2019. "Analysis of Thermodynamic Models for Simulation and Optimisation of Organic Rankine Cycles," Energies, MDPI, vol. 12(17), pages 1-12, August.
    3. Yi, Zhitong & Luo, Xianglong & Chen, Jianyong & Chen, Ying, 2017. "Mathematical modelling and optimization of a liquid separation condenser-based organic Rankine cycle used in waste heat utilization," Energy, Elsevier, vol. 139(C), pages 916-934.
    4. Mohan, Sooraj & Dinesha, P. & Campana, Pietro Elia, 2022. "ANN-PSO aided selection of hydrocarbons as working fluid for low-temperature organic Rankine cycle and thermodynamic evaluation of optimal working fluid," Energy, Elsevier, vol. 259(C).
    5. Magdalena Santos-Rodriguez, M. & Flores-Tlacuahuac, Antonio & Zavala, Victor M., 2017. "A stochastic optimization approach for the design of organic fluid mixtures for low-temperature heat recovery," Applied Energy, Elsevier, vol. 198(C), pages 145-159.
    6. Lukawski, Maciej Z. & DiPippo, Ronald & Tester, Jefferson W., 2018. "Molecular property methods for assessing efficiency of organic Rankine cycles," Energy, Elsevier, vol. 142(C), pages 108-120.
    7. Varma, G.V. Pradeep & Srinivas, T., 2017. "Power generation from low temperature heat recovery," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 402-414.
    8. Boukelia, T.E. & Arslan, O. & Djimli, S. & Kabar, Y., 2023. "ORC fluids selection for a bottoming binary geothermal power plant integrated with a CSP plant," Energy, Elsevier, vol. 265(C).
    9. Zhang, Bo & Wang, Enhua & Meng, Fanxiao & Zhang, Fujun & Zhao, Changlu, 2020. "Prediction accuracy of thermodynamic properties using PC-SAFT for high-temperature organic Rankine cycle with siloxanes," Energy, Elsevier, vol. 204(C).

    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. Xu, Weicong & Zhao, Li & Mao, Samuel S. & Deng, Shuai, 2020. "Towards novel low temperature thermodynamic cycle: A critical review originated from organic Rankine cycle," Applied Energy, Elsevier, vol. 270(C).
    2. Miao, Zheng & Zhang, Kai & Wang, Mengxiao & Xu, Jinliang, 2019. "Thermodynamic selection criteria of zeotropic mixtures for subcritical organic Rankine cycle," Energy, Elsevier, vol. 167(C), pages 484-497.
    3. Magdalena Santos-Rodriguez, M. & Flores-Tlacuahuac, Antonio & Zavala, Victor M., 2017. "A stochastic optimization approach for the design of organic fluid mixtures for low-temperature heat recovery," Applied Energy, Elsevier, vol. 198(C), pages 145-159.
    4. Hærvig, J. & Sørensen, K. & Condra, T.J., 2016. "Guidelines for optimal selection of working fluid for an organic Rankine cycle in relation to waste heat recovery," Energy, Elsevier, vol. 96(C), pages 592-602.
    5. Xu, Weicong & Zhao, Ruikai & Deng, Shuai & Zhao, Li & Mao, Samuel S., 2021. "Is zeotropic working fluid a promising option for organic Rankine cycle: A quantitative evaluation based on literature data," Renewable and Sustainable Energy Reviews, Elsevier, vol. 148(C).
    6. 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.
    7. Sánchez, Carlos J.N. & da Silva, Alexandre K., 2018. "Technical and environmental analysis of transcritical Rankine cycles operating with numerous CO2 mixtures," Energy, Elsevier, vol. 142(C), pages 180-190.
    8. Peter Collings & Zhibin Yu, 2017. "Numerical Analysis of an Organic Rankine Cycle with Adjustable Working Fluid Composition, a Volumetric Expander and a Recuperator," Energies, MDPI, vol. 10(4), pages 1-21, March.
    9. Vivian, Jacopo & Manente, Giovanni & Lazzaretto, Andrea, 2015. "A general framework to select working fluid and configuration of ORCs for low-to-medium temperature heat sources," Applied Energy, Elsevier, vol. 156(C), pages 727-746.
    10. Imran, Muhammad & Usman, Muhammad & Park, Byung-Sik & Yang, Youngmin, 2016. "Comparative assessment of Organic Rankine Cycle integration for low temperature geothermal heat source applications," Energy, Elsevier, vol. 102(C), pages 473-490.
    11. Bamorovat Abadi, Gholamreza & Kim, Kyung Chun, 2017. "Investigation of organic Rankine cycles with zeotropic mixtures as a working fluid: Advantages and issues," Renewable and Sustainable Energy Reviews, Elsevier, vol. 73(C), pages 1000-1013.
    12. Cavazzini, G. & Bari, S. & Pavesi, G. & Ardizzon, G., 2017. "A multi-fluid PSO-based algorithm for the search of the best performance of sub-critical Organic Rankine Cycles," Energy, Elsevier, vol. 129(C), pages 42-58.
    13. 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.
    14. Satanphol, K. & Pridasawas, W. & Suphanit, B., 2017. "A study on optimal composition of zeotropic working fluid in an Organic Rankine Cycle (ORC) for low grade heat recovery," Energy, Elsevier, vol. 123(C), pages 326-339.
    15. 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.
    16. Schilling, J. & Entrup, M. & Hopp, M. & Gross, J. & Bardow, A., 2021. "Towards optimal mixtures of working fluids: Integrated design of processes and mixtures for Organic Rankine Cycles," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    17. Yang, Lixiang & Gong, Maoqiong & Guo, Hao & Dong, Xueqiang & Shen, Jun & Wu, Jianfeng, 2016. "Effects of critical and boiling temperatures on system performance and fluid selection indicator for low temperature organic Rankine cycles," Energy, Elsevier, vol. 109(C), pages 830-844.
    18. Kajurek, Jakub & Rusowicz, Artur & Grzebielec, Andrzej & Bujalski, Wojciech & Futyma, Kamil & Rudowicz, Zbigniew, 2019. "Selection of refrigerants for a modified organic Rankine cycle," Energy, Elsevier, vol. 168(C), pages 1-8.
    19. Kazemi, Shabnam & Nor, Mohamad Iskandr Mohamad & Teoh, Wen Hui, 2020. "Thermodynamic and economic investigation of an ionic liquid as a new proposed geothermal fluid in different organic Rankine cycles for energy production," Energy, Elsevier, vol. 193(C).
    20. Su, Wen & Zhao, Li & Deng, Shuai, 2017. "Simultaneous working fluids design and cycle optimization for Organic Rankine cycle using group contribution model," Applied Energy, Elsevier, vol. 202(C), pages 618-627.

    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:109:y:2016:i:c:p:987-997. 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.