IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v189y2019ics0360544219318729.html
   My bibliography  Save this article

Data-driven analysis and optimization of externally heat-integrated distillation columns (EHIDiC)

Author

Listed:
  • Qiu, Peng
  • Huang, Bo
  • Dai, Zhenghua
  • Wang, Fuchen

Abstract

To present a data-driven framework for analyzing and optimizing a highly coupled complex system with multivariable in large search space, externally heat-integrated distillation columns (EHIDiC) for propylene/propane separation is studied. By analyzing a large dataset from Aspen Plus-MATLAB distributed computing, we not only make a wide range of global optimization but also achieve a further understanding of EHIDiC. First, each independent variable has a different degree of influence on the total annualized cost (TAC), in which the location of heat-integrated stages in the rectifier has the greatest impact. Second, the capital and operation costs of the compressor are the dominant parts of the TAC, which need to be considered carefully in design and optimization. Third, the EHIDiC scheme in lowest TAC performance prefers heat integrated between the bottom of the stripper and the top of the rectifier, while heat rejects from the bottom of the rectifier causes the highest TAC performance, regardless of heat distribution on the stripper. Fourth, compared with Genetic Algorithm optimization result, the data-driven analysis can discern more underlying scenarios with less computing time in much bigger search zones. At last, a more TAC saving EHIDiC scheme is constructed by shifting some separation work from the stripper to the rectifier.

Suggested Citation

  • Qiu, Peng & Huang, Bo & Dai, Zhenghua & Wang, Fuchen, 2019. "Data-driven analysis and optimization of externally heat-integrated distillation columns (EHIDiC)," Energy, Elsevier, vol. 189(C).
    • Handle: RePEc:eee:energy:v:189:y:2019:i:c:s0360544219318729
    DOI: 10.1016/j.energy.2019.116177
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544219318729
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.energy.2019.116177?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. Olujić, Ž. & Sun, L. & de Rijke, A. & Jansens, P.J., 2006. "Conceptual design of an internally heat integrated propylene-propane splitter," Energy, Elsevier, vol. 31(15), pages 3083-3096.
    2. Shahandeh, Hossein & Ivakpour, Javad & Kasiri, Norollah, 2014. "Feasibility study of heat-integrated distillation columns using rigorous optimization," Energy, Elsevier, vol. 74(C), pages 662-674.
    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. Khalili, N. & Kasiri, N. & Ivakpour, J. & Khalili-Garakani, A. & Khanof, M.H., 2020. "Optimal configuration of ternary distillation columns using heat integration with external heat exchangers," Energy, Elsevier, vol. 191(C).
    2. Shahandeh, Hossein & Jafari, Mina & Kasiri, Norollah & Ivakpour, Javad, 2015. "Economic optimization of heat pump-assisted distillation columns in methanol-water separation," Energy, Elsevier, vol. 80(C), pages 496-508.
    3. Kim, Young Han, 2016. "Energy saving of benzene separation process for environmentally friendly gasoline using an extended DWC (divided wall column)," Energy, Elsevier, vol. 100(C), pages 58-65.
    4. Jana, Amiya K. & Maiti, Debadrita, 2013. "An ideal internally heat integrated batch distillation with a jacketed still with application to a reactive system," Energy, Elsevier, vol. 57(C), pages 527-534.
    5. 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.
    6. Chen, Shiqing & Dong, Xuezhi & Xu, Jian & Zhang, Hualiang & Gao, Qing & Tan, Chunqing, 2019. "Thermodynamic evaluation of the novel distillation column of the air separation unit with integration of liquefied natural gas (LNG) regasification," Energy, Elsevier, vol. 171(C), pages 341-359.
    7. Kiran, Bandaru & Jana, Amiya K. & Samanta, Amar Nath, 2012. "A novel intensified heat integration in multicomponent distillation," Energy, Elsevier, vol. 41(1), pages 443-453.
    8. Kiss, Anton A. & Flores Landaeta, Servando J. & Infante Ferreira, Carlos A., 2012. "Towards energy efficient distillation technologies – Making the right choice," Energy, Elsevier, vol. 47(1), pages 531-542.
    9. Shahandeh, H. & Ivakpour, J. & Kasiri, N., 2014. "Internal and external HIDiCs (heat-integrated distillation columns) optimization by genetic algorithm," Energy, Elsevier, vol. 64(C), pages 875-886.
    10. Kazemi, Abolghasem & Mehrabani-Zeinabad, Arjomand & Beheshti, Masoud, 2018. "Recently developed heat pump assisted distillation configurations: A comparative study," Applied Energy, Elsevier, vol. 211(C), pages 1261-1281.
    11. Suphanit, B., 2010. "Design of internally heat-integrated distillation column (HIDiC): Uniform heat transfer area versus uniform heat distribution," Energy, Elsevier, vol. 35(3), pages 1505-1514.
    12. Kim, Young Han, 2014. "Application of partially diabatic divided wall column to floating liquefied natural gas plant," Energy, Elsevier, vol. 70(C), pages 435-443.
    13. Suphanit, B., 2011. "Optimal heat distribution in the internally heat-integrated distillation column (HIDiC)," Energy, Elsevier, vol. 36(7), pages 4171-4181.
    14. Markowski, Mariusz & Trafczynski, Marian & Kisielewski, Piotr, 2022. "The dynamic model of a rectification heat exchanger using the concept of heat-integrated distillation column," Energy, Elsevier, vol. 256(C).
    15. Shahandeh, Hossein & Ivakpour, Javad & Kasiri, Norollah, 2014. "Feasibility study of heat-integrated distillation columns using rigorous optimization," Energy, Elsevier, vol. 74(C), pages 662-674.
    16. Eyvazi-Abhari, Nargess & Khalili-Garakani, Amirhossein & Kasiri, Norollah, 2023. "Reaction/distillation matrix algorithm development to cover sequences containing reactive HIDiC: Validation in optimized process of dimethyl carbonate production," Energy, Elsevier, vol. 276(C).
    17. Mehrpooya, Mehdi & Moftakhari Sharifzadeh, Mohammad Mehdi & Rosen, Marc A., 2015. "Optimum design and exergy analysis of a novel cryogenic air separation process with LNG (liquefied natural gas) cold energy utilization," Energy, Elsevier, vol. 90(P2), pages 2047-2069.
    18. van de Bor, D.M. & Infante Ferreira, C.A., 2013. "Quick selection of industrial heat pump types including the impact of thermodynamic losses," Energy, Elsevier, vol. 53(C), pages 312-322.
    19. Kim, Young Han, 2015. "Energy saving of side-column DWCs for quaternary separation," Energy, Elsevier, vol. 86(C), pages 617-626.
    20. Yang, Ao & Sun, Shirui & Eslamimanesh, Ali & Wei, Shun'an & Shen, Weifeng, 2019. "Energy-saving investigation for diethyl carbonate synthesis through the reactive dividing wall column combining the vapor recompression heat pump or different pressure thermally coupled technique," Energy, Elsevier, vol. 172(C), pages 320-332.

    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:189:y:2019:i:c:s0360544219318729. 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.