IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v307y2022ics0306261921015385.html
   My bibliography  Save this article

Superstructure-based mixed-integer nonlinear programming framework for hybrid heat sources driven organic Rankine cycle optimization

Author

Listed:
  • Liang, Zheng
  • Liang, Yingzong
  • Luo, Xianglong
  • Chen, Jianyong
  • Yang, Zhi
  • Wang, Chao
  • Chen, Ying

Abstract

Organic Rankine cycle (ORC) is a promising technology capable of harnessing low-grade energy, e.g. renewable energy and waste heat, and converting it into electricity. Conventional ORC often operates with single heat source, which can be unfavorable to its efficiency due to the poor matching between its working fluid and heat source. Implementing hybrid heat sources is generally more energy-efficient as multiple heat sources can effectively match with the working fluid, however, the design can be a challenging task. This study proposes a superstructure-based method for the ORC design that simultaneously synthesizes heat exchanger network for hybrid heat sources and working fluid, and optimizes the ORC and heat sources' parameters. A mixed-integer nonlinear programming model is formulated to achieve the simultaneous optimization. We also develop a tailored multi-step initialization algorithm to facilitate the optimization. The model is applied to the design and analysis of ORCs driven by solar energy and waste heat with four different working fluids. Results demonstrate that the hybrid heat source-driven ORC improves the system performance. Cyclohexane is found to be the optimal working fluid for the proposed ORC system with a 48.19% increase in net power output compared with the single heat source-driven ORCs running separately.

Suggested Citation

  • Liang, Zheng & Liang, Yingzong & Luo, Xianglong & Chen, Jianyong & Yang, Zhi & Wang, Chao & Chen, Ying, 2022. "Superstructure-based mixed-integer nonlinear programming framework for hybrid heat sources driven organic Rankine cycle optimization," Applied Energy, Elsevier, vol. 307(C).
  • Handle: RePEc:eee:appene:v:307:y:2022:i:c:s0306261921015385
    DOI: 10.1016/j.apenergy.2021.118277
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261921015385
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.apenergy.2021.118277?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. Van Erdeweghe, Sarah & Van Bael, Johan & Laenen, Ben & D’haeseleer, William, 2019. "Design and off-design optimization procedure for low-temperature geothermal organic Rankine cycles," Applied Energy, Elsevier, vol. 242(C), pages 716-731.
    2. Liao, Gaoliang & E, Jiaqiang & Zhang, Feng & Chen, Jingwei & Leng, Erwei, 2020. "Advanced exergy analysis for Organic Rankine Cycle-based layout to recover waste heat of flue gas," Applied Energy, Elsevier, vol. 266(C).
    3. Luo, Xianglong & Yi, Zhitong & Zhang, Bingjian & Mo, Songping & Wang, Chao & Song, Mengjie & Chen, Ying, 2017. "Mathematical modelling and optimization of the liquid separation condenser used in organic Rankine cycle," Applied Energy, Elsevier, vol. 185(P2), pages 1309-1323.
    4. Pezzuolo, Alex & Benato, Alberto & Stoppato, Anna & Mirandola, Alberto, 2016. "The ORC-PD: A versatile tool for fluid selection and Organic Rankine Cycle unit design," Energy, Elsevier, vol. 102(C), pages 605-620.
    5. Ruth Misener & Christodoulos Floudas, 2014. "ANTIGONE: Algorithms for coNTinuous / Integer Global Optimization of Nonlinear Equations," Journal of Global Optimization, Springer, vol. 59(2), pages 503-526, July.
    6. Huang, Xiaojian & Lu, Pei & Luo, Xianglong & Chen, Jianyong & Yang, Zhi & Liang, Yingzong & Wang, Chao & Chen, Ying, 2020. "Synthesis and simultaneous MINLP optimization of heat exchanger network, steam Rankine cycle, and organic Rankine cycle," Energy, Elsevier, vol. 195(C).
    7. Liu, Qiang & Shen, Aijing & Duan, Yuanyuan, 2015. "Parametric optimization and performance analyses of geothermal organic Rankine cycles using R600a/R601a mixtures as working fluids," Applied Energy, Elsevier, vol. 148(C), pages 410-420.
    8. Arteconi, Alessia & Del Zotto, Luca & Tascioni, Roberto & Cioccolanti, Luca, 2019. "Modelling system integration of a micro solar Organic Rankine Cycle plant into a residential building," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    9. 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.
    10. Li, Jian & Ge, Zhong & Duan, Yuanyuan & Yang, Zhen, 2019. "Effects of heat source temperature and mixture composition on the combined superiority of dual-pressure evaporation organic Rankine cycle and zeotropic mixtures," Energy, Elsevier, vol. 174(C), pages 436-449.
    11. Galuppo, Francesco & Reiche, Thomas & Lemort, Vincent & Dufour, Pascal & Nadri, Madiha, 2021. "Organic Rankine Cycle based waste heat recovery modeling and control of the low pressure side using direct condensation and dedicated fans," Energy, Elsevier, vol. 216(C).
    12. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    13. 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.
    14. Toffolo, Andrea & Lazzaretto, Andrea & Manente, Giovanni & Paci, Marco, 2014. "A multi-criteria approach for the optimal selection of working fluid and design parameters in Organic Rankine Cycle systems," Applied Energy, Elsevier, vol. 121(C), pages 219-232.
    15. T. M. I. Mahlia & H. Syaheed & A. E. Pg Abas & F. Kusumo & A. H. Shamsuddin & Hwai Chyuan Ong & M. R. Bilad, 2019. "Organic Rankine Cycle (ORC) System Applications for Solar Energy: Recent Technological Advances," Energies, MDPI, vol. 12(15), pages 1-19, July.
    16. Zhai, Huixing & An, Qingsong & Shi, Lin & Lemort, Vincent & Quoilin, Sylvain, 2016. "Categorization and analysis of heat sources for organic Rankine cycle systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 64(C), pages 790-805.
    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. Asmita Ajay Rathod & Balaji Subramanian, 2022. "Scrutiny of Hybrid Renewable Energy Systems for Control, Power Management, Optimization and Sizing: Challenges and Future Possibilities," Sustainability, MDPI, vol. 14(24), pages 1-35, December.
    2. Wang, Enhua & Mao, Jingwen & Zhang, Bo & Wang, Yongzhen, 2023. "On the CAMD method based on PC-SAFT for working fluid design of a high-temperature organic Rankine cycle," Energy, Elsevier, vol. 263(PD).
    3. Li, Pengcheng & Lin, Haiwei & Li, Jing & Cao, Qing & Wang, Yandong & Pei, Gang & Jie, Desuan & Zhao, Zilong, 2022. "Analysis of a direct vapor generation system using cascade steam-organic Rankine cycle and two-tank oil storage," Energy, Elsevier, vol. 257(C).
    4. Kunteng Huang & Weicong Xu & Shuai Deng & Jianyuan Zhang & Ruihua Chen & Li Zhao, 2024. "Enhancing Thermal Performance of Thermodynamic Cycle through Zeotropic Mixture Composition Regulation: An Overview," Energies, MDPI, vol. 17(7), pages 1-20, April.
    5. Tailu Li & Zeyu Wang & Jingyi Wang & Xiang Gao, 2023. "Dynamic Performance of Organic Rankine Cycle Driven by Fluctuant Industrial Waste Heat for Building Power Supply," Energies, MDPI, vol. 16(2), pages 1-24, January.
    6. Lu, Pei & Chen, Kaihuang & Luo, Xianglong & Wu, Wei & Liang, Yingzong & Chen, Jianyong & Chen, Ying, 2024. "Experimental and simulation study on a zeotropic ORC system using R1234ze(E)/R245fa as working fluid," Energy, Elsevier, vol. 292(C).
    7. Wang, Jingyu & Tian, Hua & Wang, Xuan & Li, Ligeng & Sun, Rui & Bian, Xingyan & Shu, Gequn & Liang, Xingyu, 2024. "Process design methodology for rankine cycle based on heat matching," Renewable and Sustainable Energy Reviews, Elsevier, vol. 193(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. Li, Jian & Yang, Zhen & Hu, Shuozhuo & Yang, Fubin & Duan, Yuanyuan, 2020. "Thermo-economic analyses and evaluations of small-scale dual-pressure evaporation organic Rankine cycle system using pure fluids," Energy, Elsevier, vol. 206(C).
    2. 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.
    3. Li, Jian & Ge, Zhong & Duan, Yuanyuan & Yang, Zhen, 2019. "Design and performance analyses for a novel organic Rankine cycle with supercritical-subcritical heat absorption process coupling," Applied Energy, Elsevier, vol. 235(C), pages 1400-1414.
    4. 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).
    5. Li, Jian & Peng, Xiayao & Yang, Zhen & Hu, Shuozhuo & Duan, Yuanyuan, 2022. "Design, improvements and applications of dual-pressure evaporation organic Rankine cycles: A review," Applied Energy, Elsevier, vol. 311(C).
    6. Li, Jian & Hu, Shuozhuo & Yang, Fubin & Duan, Yuanyuan & Yang, Zhen, 2019. "Thermo-economic performance evaluation of emerging liquid-separated condensation method in single-pressure and dual-pressure evaporation organic Rankine cycle systems," Applied Energy, Elsevier, vol. 256(C).
    7. Luo, Xianglong & Wei, Youxing & Qiu, Guanfu & Liang, Yingzong & Chen, Jianyong & Yang, Zhi & Wang, Chao & Chen, Ying, 2020. "Simultaneous design and off-design operation optimization of a waste heat-driven organic Rankine cycle using a multi-period mathematical programming method," Energy, Elsevier, vol. 213(C).
    8. Li, Jian & Ge, Zhong & Duan, Yuanyuan & Yang, Zhen, 2019. "Effects of heat source temperature and mixture composition on the combined superiority of dual-pressure evaporation organic Rankine cycle and zeotropic mixtures," Energy, Elsevier, vol. 174(C), pages 436-449.
    9. Li, Jian & Liu, Qiang & Ge, Zhong & Duan, Yuanyuan & Yang, Zhen & Di, Jiawei, 2017. "Optimized liquid-separated thermodynamic states for working fluids of organic Rankine cycles with liquid-separated condensation," Energy, Elsevier, vol. 141(C), pages 652-660.
    10. 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.
    11. Li, Jian & Yang, Zhen & Shen, Jun & Duan, Yuanyuan, 2023. "Enhancement effects of adding internal heat exchanger on dual-pressure evaporation organic Rankine cycle," Energy, Elsevier, vol. 265(C).
    12. Li, Jian & Yang, Zhen & Hu, Shuozhuo & Duan, Yuanyuan, 2021. "Influences of fluid corrosivity and heat exchanger materials on design and thermo-economic performance of organic Rankine cycle systems," Energy, Elsevier, vol. 228(C).
    13. Wang, Mingtao & Zhang, Juan & Liu, Qiyi & Tan, Luzhi, 2020. "Effects of critical temperature, critical pressure and dryness of working fluids on the performance of the transcritical organic rankine cycle," Energy, Elsevier, vol. 202(C).
    14. Feng, Yong-qiang & Wang, Yu & Yao, Lin & Xu, Jing-wei & Zhang, Fei-yang & He, Zhi-xia & Wang, Qian & Ma, Jian-long, 2023. "Parametric analysis and thermal-economical optimization of a parallel dual pressure evaporation and two stage regenerative organic Rankine cycle using mixture working fluids," Energy, Elsevier, vol. 263(PA).
    15. Niu, Jintao & Wang, Jiansheng & Liu, Xueling, 2023. "Thermodynamic and economic analysis of organic Rankine cycle combined with flash cycle and ejector," Energy, Elsevier, vol. 282(C).
    16. Xia, Xiaoxia & Yang, Chengwu & Wang, Zhiqi & Sun, Tong & Zhang, Hualong & Wu, Jinhao, 2024. "Multi-objective optimization of the dual-pressure organic Rankine cycle system based on the orthogonal design method under different external conditions," Energy, Elsevier, vol. 296(C).
    17. Yıldız Koç, 2019. "Parametric Optimisation of an ORC in a Wood Chipboard Production Facility to Recover Waste Heat Produced from the Drying and Steam Production Process," Energies, MDPI, vol. 12(19), pages 1-22, September.
    18. Liu, Qiang & Shang, Linlin & Duan, Yuanyuan, 2016. "Performance analyses of a hybrid geothermal–fossil power generation system using low-enthalpy geothermal resources," Applied Energy, Elsevier, vol. 162(C), pages 149-162.
    19. Manente, Giovanni & Da Lio, Luca & Lazzaretto, Andrea, 2016. "Influence of axial turbine efficiency maps on the performance of subcritical and supercritical Organic Rankine Cycle systems," Energy, Elsevier, vol. 107(C), pages 761-772.
    20. Chen, Hao & Zhao, Li & Cong, Haifeng & Li, Xingang, 2022. "Synthesis of waste heat recovery using solar organic Rankine cycle in the separation of benzene/toluene/p-xylene process," Energy, Elsevier, vol. 255(C).

    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:appene:v:307:y:2022:i:c:s0306261921015385. 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.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    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.