IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v203y2017icp304-320.html
   My bibliography  Save this article

Costs and environmental impacts multi-objective heat exchanger networks synthesis using a meta-heuristic approach

Author

Listed:
  • Pavão, L.V.
  • Costa, C.B.B.
  • Ravagnani, M.A.S.S.
  • Jiménez, L.

Abstract

Heat Exchanger Network (HEN) synthesis approaches based on total annual costs (TAC) optimization can reduce CO2 emissions and electricity used in plants, since the use of utilities is reduced with a cost-optimal design. However, environmental impacts (EI) are not explicitly addressed in such methods. Life cycle assessment (LCA) metrics can quantify EI and can be used as objective function. This work proposes a meta-heuristic approach to perform a multi-objective optimization (MOO) of TAC and EI in medium and large-scale HEN. The method developed efficiently achieves near-Pareto fronts for four industrial-size case studies. Optimal-TAC and optimal-EI solutions, as well as configurations with low EI but still competitive TAC are presented. Cost-optimal solutions reported in the literature are compared with non-dominated solutions obtained in this work with similar TAC. In all cases, the approach developed is able to achieve solutions with remarkably lower EI, demonstrating the importance of multi-criteria optimization in HEN synthesis.

Suggested Citation

  • Pavão, L.V. & Costa, C.B.B. & Ravagnani, M.A.S.S. & Jiménez, L., 2017. "Costs and environmental impacts multi-objective heat exchanger networks synthesis using a meta-heuristic approach," Applied Energy, Elsevier, vol. 203(C), pages 304-320.
    • Handle: RePEc:eee:appene:v:203:y:2017:i:c:p:304-320
    DOI: 10.1016/j.apenergy.2017.06.015
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261917307754
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.apenergy.2017.06.015?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. Cristóbal, Jorge & Guillén-Gosálbez, Gonzalo & Jiménez, Laureano & Irabien, Angel, 2012. "Multi-objective optimization of coal-fired electricity production with CO2 capture," Applied Energy, Elsevier, vol. 98(C), pages 266-272.
    2. Gebreslassie, Berhane H. & Guillén-Gosálbez, Gonzalo & Jiménez, Laureano & Boer, Dieter, 2009. "Design of environmentally conscious absorption cooling systems via multi-objective optimization and life cycle assessment," Applied Energy, Elsevier, vol. 86(9), pages 1712-1722, September.
    3. Wang, Yufei & Wei, Ying & Feng, Xiao & Chu, Khim Hoong, 2014. "Synthesis of heat exchanger networks featuring batch streams," Applied Energy, Elsevier, vol. 114(C), pages 30-44.
    4. Antipova, Ekaterina & Boer, Dieter & Cabeza, Luisa F. & Guillén-Gosálbez, Gonzalo & Jiménez, Laureano, 2013. "Multi-objective design of reverse osmosis plants integrated with solar Rankine cycles and thermal energy storage," Applied Energy, Elsevier, vol. 102(C), pages 1137-1147.
    5. Kang, Lixia & Liu, Yongzhong, 2015. "Multi-objective optimization on a heat exchanger network retrofit with a heat pump and analysis of CO2 emissions control," Applied Energy, Elsevier, vol. 154(C), pages 696-708.
    6. Pan, Ming & Bulatov, Igor & Smith, Robin, 2016. "Improving heat recovery in retrofitting heat exchanger networks with heat transfer intensification, pressure drop constraint and fouling mitigation," Applied Energy, Elsevier, vol. 161(C), pages 611-626.
    7. Tulus, Victor & Boer, Dieter & Cabeza, Luisa F. & Jiménez, Laureano & Guillén-Gosálbez, Gonzalo, 2016. "Enhanced thermal energy supply via central solar heating plants with seasonal storage: A multi-objective optimization approach," Applied Energy, Elsevier, vol. 181(C), pages 549-561.
    8. Cristóbal, Jorge & Guillén-Gosálbez, Gonzalo & Jiménez, Laureano & Irabien, Angel, 2012. "Optimization of global and local pollution control in electricity production from coal burning," Applied Energy, Elsevier, vol. 92(C), pages 369-378.
    9. Vaskan, Pavel & Guillén-Gosálbez, Gonzalo & Jiménez, Laureano, 2012. "Multi-objective design of heat-exchanger networks considering several life cycle impacts using a rigorous MILP-based dimensionality reduction technique," Applied Energy, Elsevier, vol. 98(C), pages 149-161.
    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. Xu, Yue & Zhang, Lu & Cui, Guomin & Yang, Qiguo, 2023. "A heuristic approach to design a cost-effective and low-CO2 emission synthesis in a heat exchanger network with crude oil distillation units," Energy, Elsevier, vol. 271(C).
    2. Chen, Shuhang & Liu, Dongli & Li, Sizhuo & Gan, Zhihua & Qiu, Min, 2022. "Multi-objective thermo-economic optimization of Collins cycle," Energy, Elsevier, vol. 239(PD).
    3. 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.
    4. Ma, Jiaze & Chang, Chenglin & Wang, Yufei & Feng, Xiao, 2018. "Multi-objective optimization of multi-period interplant heat integration using steam system," Energy, Elsevier, vol. 159(C), pages 950-960.

    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. Zhang, Minkai & Guo, Yincheng, 2013. "Rate based modeling of absorption and regeneration for CO2 capture by aqueous ammonia solution," Applied Energy, Elsevier, vol. 111(C), pages 142-152.
    2. Zheng, Xuyue & Wu, Guoce & Qiu, Yuwei & Zhan, Xiangyan & Shah, Nilay & Li, Ning & Zhao, Yingru, 2018. "A MINLP multi-objective optimization model for operational planning of a case study CCHP system in urban China," Applied Energy, Elsevier, vol. 210(C), pages 1126-1140.
    3. Pan, Ming & Bulatov, Igor & Smith, Robin, 2016. "Improving heat recovery in retrofitting heat exchanger networks with heat transfer intensification, pressure drop constraint and fouling mitigation," Applied Energy, Elsevier, vol. 161(C), pages 611-626.
    4. Yin, Qian & Du, Wen-Jing & Cheng, Lin, 2017. "Optimization design of heat recovery systems on rotary kilns using genetic algorithms," Applied Energy, Elsevier, vol. 202(C), pages 153-168.
    5. Cristóbal, Jorge & Guillén-Gosálbez, Gonzalo & Jiménez, Laureano & Irabien, Angel, 2012. "MINLP model for optimizing electricity production from coal-fired power plants considering carbon management," Energy Policy, Elsevier, vol. 51(C), pages 493-501.
    6. Ramadan, M. & Khaled, M. & El Hage, H. & Harambat, F. & Peerhossaini, H., 2016. "Effect of air temperature non-uniformity on water–air heat exchanger thermal performance – Toward innovative control approach for energy consumption reduction," Applied Energy, Elsevier, vol. 173(C), pages 481-493.
    7. Lee, Suh-Young & Lee, In-Beum & Han, Jeehoon, 2019. "Design under uncertainty of carbon capture, utilization and storage infrastructure considering profit, environmental impact, and risk preference," Applied Energy, Elsevier, vol. 238(C), pages 34-44.
    8. Li, Nianqi & Klemeš, Jiří Jaromír & Sunden, Bengt & Wu, Zan & Wang, Qiuwang & Zeng, Min, 2022. "Heat exchanger network synthesis considering detailed thermal-hydraulic performance: Methods and perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 168(C).
    9. Klemeš, Jiří Jaromír & Wang, Qiu-Wang & Varbanov, Petar Sabev & Zeng, Min & Chin, Hon Huin & Lal, Nathan Sanjay & Li, Nian-Qi & Wang, Bohong & Wang, Xue-Chao & Walmsley, Timothy Gordon, 2020. "Heat transfer enhancement, intensification and optimisation in heat exchanger network retrofit and operation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 120(C).
    10. Fernández, David & Pozo, Carlos & Folgado, Rubén & Guillén-Gosálbez, Gonzalo & Jiménez, Laureano, 2017. "Multiperiod model for the optimal production planning in the industrial gases sector," Applied Energy, Elsevier, vol. 206(C), pages 667-682.
    11. Dong, Ruifeng & Yu, Yunsong & Zhang, Zaoxiao, 2014. "Simultaneous optimization of integrated heat, mass and pressure exchange network using exergoeconomic method," Applied Energy, Elsevier, vol. 136(C), pages 1098-1109.
    12. Tulus, Victor & Abokersh, Mohamed Hany & Cabeza, Luisa F. & Vallès, Manel & Jiménez, Laureano & Boer, Dieter, 2019. "Economic and environmental potential for solar assisted central heating plants in the EU residential sector: Contribution to the 2030 climate and energy EU agenda," Applied Energy, Elsevier, vol. 236(C), pages 318-339.
    13. Lee, Sangick & Choi, Inhwan & Chang, Daejun, 2013. "Multi-objective optimization of VOC recovery and reuse in crude oil loading," Applied Energy, Elsevier, vol. 108(C), pages 439-447.
    14. Launay, S. & Kadoch, B. & Le Métayer, O. & Parrado, C., 2019. "Analysis strategy for multi-criteria optimization: Application to inter-seasonal solar heat storage for residential building needs," Energy, Elsevier, vol. 171(C), pages 419-434.
    15. Liu, X.G. & He, C. & He, C.C. & Chen, J.J. & Zhang, B.J. & Chen, Q.L., 2017. "A new retrofit approach to the absorption-stabilization process for improving energy efficiency in refineries," Energy, Elsevier, vol. 118(C), pages 1131-1145.
    16. Shi, Wenxiao & Lin, Chen & Chen, Wei & Hong, Jinglan & Chang, Jingcai & Dong, Yong & Zhang, Yanlu, 2017. "Environmental effect of current desulfurization technology on fly dust emission in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 1-9.
    17. Courbon, Emilie & D'Ans, Pierre & Permyakova, Anastasia & Skrylnyk, Oleksandr & Steunou, Nathalie & Degrez, Marc & Frère, Marc, 2017. "A new composite sorbent based on SrBr2 and silica gel for solar energy storage application with high energy storage density and stability," Applied Energy, Elsevier, vol. 190(C), pages 1184-1194.
    18. Ahmad M. Abubaker & Adnan Darwish Ahmad & Binit B. Singh & Yaman M. Manaserh & Loiy Al-Ghussain & Nelson K. Akafuah & Kozo Saito, 2024. "Energy and Environmental Analyses of a Solar–Gas Turbine Combined Cycle with Inlet Air Cooling," Sustainability, MDPI, vol. 16(14), pages 1-31, July.
    19. Kusiak, Andrew & Xu, Guanglin & Tang, Fan, 2011. "Optimization of an HVAC system with a strength multi-objective particle-swarm algorithm," Energy, Elsevier, vol. 36(10), pages 5935-5943.
    20. Vakilifard, Negar & A. Bahri, Parisa & Anda, Martin & Ho, Goen, 2018. "A two-level decision making approach for optimal integrated urban water and energy management," Energy, Elsevier, vol. 155(C), pages 408-425.

    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:203:y:2017:i:c:p:304-320. 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.