IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v181y2019icp654-664.html
   My bibliography  Save this article

Heat exchanger network synthesis combining Simulated Annealing and Differential Evolution

Author

Listed:
  • Aguitoni, Maria Claudia
  • Pavão, Leandro Vitor
  • Antonio da Silva Sá Ravagnani, Mauro

Abstract

In the present paper, a bi-level optimization approach is proposed to synthesize Heat Exchanger Networks (HEN), based on a hybrid meta-heuristic method. Simulated Annealing (SA) is used to optimize the HEN topologies and Differential Evolution (DE) is applied to the continuous variables. The model is derived from a superstructure and considers streams split and non-isothermal mixing. The code was implemented in C++, which leads to an improvement in the execution times in comparison to previous literature studies. Four case studies were used to test the applicability of the developed model and results showed that it is possible to achieve optimal values, better than those presented in the literature.

Suggested Citation

  • Aguitoni, Maria Claudia & Pavão, Leandro Vitor & Antonio da Silva Sá Ravagnani, Mauro, 2019. "Heat exchanger network synthesis combining Simulated Annealing and Differential Evolution," Energy, Elsevier, vol. 181(C), pages 654-664.
    • Handle: RePEc:eee:energy:v:181:y:2019:i:c:p:654-664
    DOI: 10.1016/j.energy.2019.05.211
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544219310990
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2019.05.211?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. Oliveira, Cássia M. & Pavão, Leandro V. & Ravagnani, Mauro A.S.S. & Cruz, Antonio J.G. & Costa, Caliane B.B., 2018. "Process integration of a multiperiod sugarcane biorefinery," Applied Energy, Elsevier, vol. 213(C), pages 520-539.
    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. Jiaxing Chen & Guomin Cui & Mei Cao & Heri Kayange & Jian Li, 2021. "Heat Exchanger Network Optimization Based on the Participatory Evolution Strategy for Streams," Energies, MDPI, vol. 14(24), pages 1-17, December.
    2. Wang, Bohong & Klemeš, Jiří Jaromír & Li, Nianqi & Zeng, Min & Varbanov, Petar Sabev & Liang, Yongtu, 2021. "Heat exchanger network retrofit with heat exchanger and material type selection: A review and a novel method," Renewable and Sustainable Energy Reviews, Elsevier, vol. 138(C).
    3. Zirngast, Klavdija & Kravanja, Zdravko & Novak Pintarič, Zorka, 2021. "An improved algorithm for synthesis of heat exchanger network with a large number of uncertain parameters," Energy, Elsevier, vol. 233(C).
    4. Ulyev, Leonid & Boldyryev, Stanislav & Kuznetsov, Maxim, 2023. "Investigation of process stream systems for targeting energy-capital trade-offs of a heat recovery network," Energy, Elsevier, vol. 263(PD).
    5. Kayange, Heri Ambonisye & Cui, Guomin & Xu, Yue & Li, Jian & Xiao, Yuan, 2020. "Non-structural model for heat exchanger network synthesis allowing for stream splitting," Energy, Elsevier, vol. 201(C).
    6. Dong, Zhe & Li, Bowen & Li, Junyi & Jiang, Di & Guo, Zhiwu & Huang, Xiaojin & Zhang, Zuoyi, 2021. "Passivity based control of heat exchanger networks with application to nuclear heating," Energy, Elsevier, vol. 223(C).
    7. Stampfli, Jan A. & Ong, Benjamin H.Y. & Olsen, Donald G. & Wellig, Beat & Hofmann, René, 2023. "Multi-objective evolutionary optimization for multi-period heat exchanger network retrofit," Energy, Elsevier, vol. 281(C).
    8. Çetin, Gürcan & Keçebaş, Ali, 2021. "Optimization of thermodynamic performance with simulated annealing algorithm: A geothermal power plant," Renewable Energy, Elsevier, vol. 172(C), pages 968-982.
    9. Bohong Wang & Jiří Jaromír Klemeš & Petar Sabev Varbanov & Min Zeng, 2020. "An Extended Grid Diagram for Heat Exchanger Network Retrofit Considering Heat Exchanger Types," Energies, MDPI, vol. 13(10), pages 1-14, May.
    10. Xuxu Zhong & Meijun Duan & Peng Cheng, 2021. "Ranking-based hierarchical random mutation in differential evolution," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-23, February.

    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. Clauser, Nicolás M. & Felissia, Fernando E. & Area, María C. & Vallejos, María E., 2021. "A framework for the design and analysis of integrated multi-product biorefineries from agricultural and forestry wastes," Renewable and Sustainable Energy Reviews, Elsevier, vol. 139(C).
    2. Hür Bütün & Ivan Kantor & François Maréchal, 2019. "Incorporating Location Aspects in Process Integration Methodology," Energies, MDPI, vol. 12(17), pages 1-45, August.
    3. Zirngast, Klavdija & Kravanja, Zdravko & Novak Pintarič, Zorka, 2021. "An improved algorithm for synthesis of heat exchanger network with a large number of uncertain parameters," Energy, Elsevier, vol. 233(C).
    4. Vandenberghe, L.P.S. & Valladares-Diestra, K.K. & Bittencourt, G.A. & Zevallos Torres, L.A. & Vieira, S. & Karp, S.G. & Sydney, E.B. & de Carvalho, J.C. & Thomaz Soccol, V. & Soccol, C.R., 2022. "Beyond sugar and ethanol: The future of sugarcane biorefineries in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    5. Hidalgo, D. & Martín-Marroquín, J.M. & Corona, F., 2019. "A multi-waste management concept as a basis towards a circular economy model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 481-489.
    6. Elias, Andrew Milli & Longati, Andreza Aparecida & de Campos Giordano, Roberto & Furlan, Felipe Fernando, 2021. "Retro-techno-economic-environmental analysis improves the operation efficiency of 1G-2G bioethanol and bioelectricity facilities," Applied Energy, Elsevier, vol. 282(PA).
    7. Onishi, Viviani C. & Quirante, Natalia & Ravagnani, Mauro A.S.S. & Caballero, José A., 2018. "Optimal synthesis of work and heat exchangers networks considering unclassified process streams at sub and above-ambient conditions," Applied Energy, Elsevier, vol. 224(C), pages 567-581.
    8. Nicolás M. Clauser & Giselle González & Carolina M. Mendieta & Julia Kruyeniski & María C. Area & María E. Vallejos, 2021. "Biomass Waste as Sustainable Raw Material for Energy and Fuels," Sustainability, MDPI, vol. 13(2), pages 1-21, January.
    9. Fonseca, G.C. & Costa, C.B.B. & Cruz, A.J.G., 2020. "Economic analysis of a second-generation ethanol and electricity biorefinery using superstructural optimization," Energy, Elsevier, vol. 204(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:energy:v:181:y:2019:i:c:p:654-664. 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.