IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v235y2021ics0360544221016029.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544221016029
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2021.121354?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. 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.
    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. 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.
    4. Ahmetović, Elvis & Kravanja, Zdravko, 2013. "Simultaneous synthesis of process water and heat exchanger networks," Energy, Elsevier, vol. 57(C), pages 236-250.
    5. 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.
    6. 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.
    7. 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.
    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. 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).

    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. Kamat, Shweta & Bandyopadhyay, Santanu, 2021. "A hybrid approach for heat integration in water conservation networks through non-isothermal mixing," Energy, Elsevier, vol. 233(C).
    2. 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.
    3. Miguel Castro Oliveira & Muriel Iten & Henrique A. Matos, 2022. "Review on Water and Energy Integration in Process Industry: Water-Heat Nexus," Sustainability, MDPI, vol. 14(13), pages 1-24, June.
    4. Nidret Ibrić & Elvis Ahmetović & Andreja Nemet & Zdravko Kravanja & Ignacio E. Grossmann, 2022. "Synthesis of Heat-Integrated Water Networks Using a Modified Heat Exchanger Network Superstructure," Energies, MDPI, vol. 15(9), pages 1-23, April.
    5. 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).
    6. 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.
    7. 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.
    8. 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.
    9. Haider, Md Alquma & Chaturvedi, Nitin Dutt, 2023. "A mathematical formulation for robust targeting in heat integrated water allocation network," Energy, Elsevier, vol. 264(C).
    10. 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.
    11. Ahmetović, Elvis & Ibrić, Nidret & Kravanja, Zdravko & Grossmann, Ignacio E. & Maréchal, François & Čuček, Lidija & Kermani, Maziar, 2018. "Simultaneous optimisation and heat integration of evaporation systems including mechanical vapour recompression and background process," Energy, Elsevier, vol. 158(C), pages 1160-1191.
    12. Luo, Xianglong & Huang, Xiaojian & El-Halwagi, Mahmoud M. & Ponce-Ortega, José María & Chen, Ying, 2016. "Simultaneous synthesis of utility system and heat exchanger network incorporating steam condensate and boiler feedwater," Energy, Elsevier, vol. 113(C), pages 875-893.
    13. 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).
    14. Maziar Kermani & Ivan D. Kantor & Anna S. Wallerand & Julia Granacher & Adriano V. Ensinas & François Maréchal, 2019. "A Holistic Methodology for Optimizing Industrial Resource Efficiency," Energies, MDPI, vol. 12(7), pages 1-33, April.
    15. Laing, Harry & O'Malley, Chris & Browne, Anthony & Rutherford, Tony & Baines, Tony & Moore, Andrew & Black, Ken & Willis, Mark J., 2022. "Optimisation of energy usage and carbon emissions monitoring using MILP for an advanced anaerobic digester plant," Energy, Elsevier, vol. 256(C).
    16. Panepinto, Deborah & Fiore, Silvia & Zappone, Mariantonia & Genon, Giuseppe & Meucci, Lorenza, 2016. "Evaluation of the energy efficiency of a large wastewater treatment plant in Italy," Applied Energy, Elsevier, vol. 161(C), pages 404-411.
    17. Liu, Pu & Cui, Guomin & Xiao, Yuan & Chen, Jiaxing, 2018. "A new heuristic algorithm with the step size adjustment strategy for heat exchanger network synthesis," Energy, Elsevier, vol. 143(C), pages 12-24.
    18. Micari, M. & Cipollina, A. & Tamburini, A. & Moser, M. & Bertsch, V. & Micale, G., 2019. "Combined membrane and thermal desalination processes for the treatment of ion exchange resins spent brine," Applied Energy, Elsevier, vol. 254(C).
    19. 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.
    20. Mehmet Hayrullah Akyıldız & Seda Yön, 2023. "Experimental Investigation of Usability of Treatment Sud Ash with Road Filling Materials in Highways," Sustainability, MDPI, vol. 15(5), pages 1-9, March.

    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:235:y:2021:i:c:s0360544221016029. 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.