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Simultaneous optimisation of large-scale problems of heat-integrated water networks

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  • Ibrić, Nidret
  • Ahmetović, Elvis
  • Kravanja, Zdravko
  • Grossmann, Ignacio E.

Abstract

This work presents a simultaneous mixed-integer nonlinear programming (MINLP) optimisation model and an efficient iterative solution strategy that can be successfully applied to various heat-integrated water networks (HIWNs), including large-scale problems with a large number of water streams. These problems are highly nonlinear, non-convex and combinatorial. To circumvent such difficulties, including network complexity as well as identifying the roles of water streams in the heat exchanger network (HEN) whether they are hot or cold, a modified convex hull formulation proposed by Ahmetović and Kravanja [1] is applied. The overall model combines the water network (WN), wastewater treatment network (WTN), heat integration (HI), and heat exchanger network synthesis (HENS) models. This model is iteratively solved in three steps including targeting and design steps. The proposed model and solution strategy are tested on large-scale problems. To the best of our knowledge, the results obtained for all the problems in this paper are better than those reported in the current literature.

Suggested Citation

  • Ibrić, Nidret & Ahmetović, Elvis & Kravanja, Zdravko & Grossmann, Ignacio E., 2021. "Simultaneous optimisation of large-scale problems of heat-integrated water networks," Energy, Elsevier, vol. 235(C).
    • Handle: RePEc:eee:energy:v:235:y:2021:i:c:s0360544221016029
    DOI: 10.1016/j.energy.2021.121354
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    References listed on IDEAS

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    1. Ahmetović, Elvis & Kravanja, Zdravko, 2013. "Simultaneous synthesis of process water and heat exchanger networks," Energy, Elsevier, vol. 57(C), pages 236-250.
    2. Ibrić, Nidret & Ahmetović, Elvis & Kravanja, Zdravko & Maréchal, François & Kermani, Maziar, 2017. "Simultaneous synthesis of non-isothermal water networks integrated with process streams," Energy, Elsevier, vol. 141(C), pages 2587-2612.
    3. Hong, Xiaodong & Liao, Zuwei & Jiang, Binbo & Wang, Jingdai & Yang, Yongrong, 2017. "Targeting of heat integrated water allocation networks by one-step MILP formulation," Applied Energy, Elsevier, vol. 197(C), pages 254-269.
    4. Maziar Kermani & Ivan D. Kantor & François Maréchal, 2018. "Synthesis of Heat-Integrated Water Allocation Networks: A Meta-Analysis of Solution Strategies and Network Features," Energies, MDPI, vol. 11(5), pages 1-28, May.
    5. Hong, Xiaodong & Liao, Zuwei & Jiang, Binbo & Wang, Jingdai & Yang, Yongrong, 2016. "Simultaneous optimization of heat-integrated water allocation networks," Applied Energy, Elsevier, vol. 169(C), pages 395-407.
    6. Maziar Kermani & Ivan D. Kantor & François Maréchal, 2019. "Optimal Design of Heat-Integrated Water Allocation Networks," Energies, MDPI, vol. 12(11), pages 1-31, June.
    7. Ahmetović, Elvis & Ibrić, Nidret & Kravanja, Zdravko, 2014. "Optimal design for heat-integrated water-using and wastewater treatment networks," Applied Energy, Elsevier, vol. 135(C), pages 791-808.
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    Cited by:

    1. Chong, Cheng Tung & Fan, Yee Van & Lee, Chew Tin & Klemeš, Jiří Jaromír, 2022. "Post COVID-19 ENERGY sustainability and carbon emissions neutrality," Energy, Elsevier, vol. 241(C).
    2. Dong, Xuan & Zhang, Chijin & Peng, Xiaoyi & Chang, Chenglin & Liao, Zuwei & Yang, Yao & Sun, Jingyuan & Wang, Jingdai & Yang, Yongrong, 2022. "Simultaneous design of heat integrated water allocation networks considering all possible splitters and mixers," Energy, Elsevier, vol. 238(PC).

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