IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v215y2023ics096014812300808x.html
   My bibliography  Save this article

Availability and 6E assessment and optimal design of a novel cogeneration system based on integrated turbo compressor station - SOFC-solar-geothermal-steam and organic Rankine cycles with machine learning

Author

Listed:
  • Nourpour, Mohsen
  • Khoshgoftar Manesh, Mohammad Hasan

Abstract

A novel integrated cogeneration system for a real gas turbocompressor station has been proposed. Also, a new systematic approach has been introduced for analysis and optimization of the considered system based on using energy, electrochemical, exergy, exergoeconomic, exergoenvironmental, emergoeconomic, and emergoenvironmental analyses along with advanced exergy, economic and environmental evaluations, and availability assessment. In addition, a powerful machine learning tool has been employed to reduce optimization algorithm computational time.

Suggested Citation

  • Nourpour, Mohsen & Khoshgoftar Manesh, Mohammad Hasan, 2023. "Availability and 6E assessment and optimal design of a novel cogeneration system based on integrated turbo compressor station - SOFC-solar-geothermal-steam and organic Rankine cycles with machine lear," Renewable Energy, Elsevier, vol. 215(C).
  • Handle: RePEc:eee:renene:v:215:y:2023:i:c:s096014812300808x
    DOI: 10.1016/j.renene.2023.118908
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S096014812300808X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2023.118908?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. Li, Yuanyuan & Xiong, Yamin, 2018. "Thermo-economic analysis of a novel cascade integrated solar combined cycle system," Energy, Elsevier, vol. 145(C), pages 116-127.
    2. Silva, Paolo & Bischi, Aldo & Lamberti, Marco & Campanari, Stefano & Macchi, Ennio & Tacchinardi, Danilo, 2019. "Trigenerative solution for natural gas compressor stations: A north Italian test case," Energy, Elsevier, vol. 184(C), pages 129-140.
    3. 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).
    4. 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.
    5. Vidović, Danko & Sutlović, Elis & Majstrović, Matislav, 2019. "Steady state analysis and modeling of the gas compressor station using the electrical analogy," Energy, Elsevier, vol. 166(C), pages 307-317.
    6. Hachicha, Ahmed Amine & Yousef, Bashria A.A. & Said, Zafar & Rodríguez, Ivette, 2019. "A review study on the modeling of high-temperature solar thermal collector systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 280-298.
    7. Petrakopoulou, Fontina & Tsatsaronis, George & Morosuk, Tatiana & Carassai, Anna, 2012. "Conventional and advanced exergetic analyses applied to a combined cycle power plant," Energy, Elsevier, vol. 41(1), pages 146-152.
    8. Milosavljevic, Predrag & Marchetti, Alejandro G. & Cortinovis, Andrea & Faulwasser, Timm & Mercangöz, Mehmet & Bonvin, Dominique, 2020. "Real-time optimization of load sharing for gas compressors in the presence of uncertainty," Applied Energy, Elsevier, vol. 272(C).
    9. Ghorbani, Sh. & Khoshgoftar-Manesh, M.H. & Nourpour, M. & Blanco-Marigorta, A.M., 2020. "Exergoeconomic and exergoenvironmental analyses of an integrated SOFC-GT-ORC hybrid system," Energy, Elsevier, vol. 206(C).
    10. Rezvani, S. & Bahri, P.A. & Urmee, T. & Baverstock, G.F. & Moore, A.D., 2017. "Techno-economic and reliability assessment of solar water heaters in Australia based on Monte Carlo analysis," Renewable Energy, Elsevier, vol. 105(C), pages 774-785.
    Full references (including those not matched with items on IDEAS)

    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. Montazerinejad, H. & Eicker, U., 2022. "Recent development of heat and power generation using renewable fuels: A comprehensive review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 165(C).
    2. Ghavami, Morteza & Gholizadeh, Mohammad & Deymi-Dashtebayaz, Mahdi, 2023. "Parametric study and optimization analysis of a multi-generation system using waste heat in natural gas refinery- an energy and exergoeconomic analysis," Energy, Elsevier, vol. 272(C).
    3. 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).
    4. Ouyang, Tiancheng & Zhang, Mingliang & Qin, Peijia & Liu, Wenjun & Shi, Xiaomin, 2022. "Converting waste into electric energy and carbon fixation through biosyngas-fueled SOFC hybrid system: A simulation study," Renewable Energy, Elsevier, vol. 193(C), pages 725-743.
    5. Zhang, Ji & Wu, Ding & Huang, Xiaohui & Hu, Xudong & Fang, Xi & Wen, Chuang, 2024. "Comparative study on the organic rankine cycle off-design performance under different zeotropic mixture flow boiling correlations," Renewable Energy, Elsevier, vol. 226(C).
    6. Owebor, K. & Diemuodeke, E.O. & Briggs, T.A., 2022. "Thermo-economic and environmental analysis of integrated power plant with carbon capture and storage technology," Energy, Elsevier, vol. 240(C).
    7. Zhang, Jianan & Qin, Kan & Li, Daijin & Luo, Kai & Dang, Jianjun, 2020. "Potential of Organic Rankine Cycles for Unmanned Underwater Vehicles," Energy, Elsevier, vol. 192(C).
    8. Dumont, Olivier & Parthoens, Antoine & Dickes, Rémi & Lemort, Vincent, 2018. "Experimental investigation and optimal performance assessment of four volumetric expanders (scroll, screw, piston and roots) tested in a small-scale organic Rankine cycle system," Energy, Elsevier, vol. 165(PA), pages 1119-1127.
    9. Rovira, Antonio & Abbas, Rubén & Sánchez, Consuelo & Muñoz, Marta, 2020. "Proposal and analysis of an integrated solar combined cycle with partial recuperation," Energy, Elsevier, vol. 198(C).
    10. Seyed Mohammad Seyed Mahmoudi & Ramin Ghiami Sardroud & Mohsen Sadeghi & Marc A. Rosen, 2022. "Integration of Supercritical CO 2 Recompression Brayton Cycle with Organic Rankine/Flash and Kalina Cycles: Thermoeconomic Comparison," Sustainability, MDPI, vol. 14(14), pages 1-29, July.
    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. Yin, Sihua & Yang, Haidong & Xu, Kangkang & Zhu, Chengjiu & Zhang, Shaqing & Liu, Guosheng, 2022. "Dynamic real–time abnormal energy consumption detection and energy efficiency optimization analysis considering uncertainty," Applied Energy, Elsevier, vol. 307(C).
    13. Guillaume, Ludovic & Legros, Arnaud & Desideri, Adriano & Lemort, Vincent, 2017. "Performance of a radial-inflow turbine integrated in an ORC system and designed for a WHR on truck application: An experimental comparison between R245fa and R1233zd," Applied Energy, Elsevier, vol. 186(P3), pages 408-422.
    14. Mingfei Li & Jingjing Wang & Zhengpeng Chen & Xiuyang Qian & Chuanqi Sun & Di Gan & Kai Xiong & Mumin Rao & Chuangting Chen & Xi Li, 2024. "A Comprehensive Review of Thermal Management in Solid Oxide Fuel Cells: Focus on Burners, Heat Exchangers, and Strategies," Energies, MDPI, vol. 17(5), pages 1-30, February.
    15. Roberto Pili & Hartmut Spliethoff & Christoph Wieland, 2017. "Dynamic Simulation of an Organic Rankine Cycle—Detailed Model of a Kettle Boiler," Energies, MDPI, vol. 10(4), pages 1-28, April.
    16. Jiawei Zhang & Lin Li & Qizhi Zhang & Yanbin Wu, 2022. "Optimization of Load Sharing in Compressor Station Based on Improved Salp Swarm Algorithm," Energies, MDPI, vol. 15(15), pages 1-18, August.
    17. Krail, Jürgen & Beckmann, Georg & Schittl, Florian & Piringer, Gerhard, 2023. "Comparative thermodynamic analysis of an improved ORC process with integrated injection of process fluid," Energy, Elsevier, vol. 266(C).
    18. Teng, Su & Hamrang, Farzad & Ashraf Talesh, Seyed Saman, 2021. "Economic performance assessment of a novel combined power generation cycle," Energy, Elsevier, vol. 231(C).
    19. Subiantoro, Alison & Ooi, Kim Tiow, 2014. "Comparison and performance analysis of the novel revolving vane expander design variants in low and medium pressure applications," Energy, Elsevier, vol. 78(C), pages 747-757.
    20. Ping, Xu & Yang, Fubin & Zhang, Hongguang & Xing, Chengda & Zhang, Wujie & Wang, Yan & Yao, Baofeng, 2023. "Dynamic response assessment and multi-objective optimization of organic Rankine cycle (ORC) under vehicle driving cycle conditions," Energy, Elsevier, vol. 263(PA).

    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:renene:v:215:y:2023:i:c:s096014812300808x. 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/renewable-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.