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Dynamic transportation model for cost targeting and integrated design of process and heat exchanger network

Author

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  • Zhou, Wenjin
  • Sun, Xiaojing
  • Zhao, Zhitong
  • Zhang, Wei
  • Liu, Linlin
  • Du, Jian

Abstract

Simultaneous optimization of process flowsheet and heat exchanger network (HEN) is critical for achieving cost-effective and sustainable process design. The superstructure-based method is commonly adopted to perform the holistic design. However, due to the complexity and nonconvexity of the optimization problem, this approach suffers from computational challenges and lacks guarantees on solution quality, limiting its applicability to small-scale problems. To address this issue, this work introduces a novel decomposition-based two-step solution approach. In the first step, a dynamic transportation model is developed for accurate system cost targeting, providing a capability not offered by energy-focused pinch targeting models. The model maintains linear constraints and computational tractability, even when both process stream temperatures and flow rates are decision variables during optimization. In the second step, the strong predictive capabilities of the transportation model in heat matches and stream conditions are leveraged to generate a significantly reduced superstructure, facilitating the attainment of near-optimal solutions. The proposed method effectively addresses scenarios involving unclassified streams, multiple utilities, and isothermal streams, with its robustness demonstrated across four literature examples. Notably, in the final example, the method achieved an 84.9 % reduction in the total annualized cost of the HEN compared to the traditional sequential design, contributing to enhanced process profitability and showcasing its potential for optimizing complex chemical or energy systems.

Suggested Citation

  • Zhou, Wenjin & Sun, Xiaojing & Zhao, Zhitong & Zhang, Wei & Liu, Linlin & Du, Jian, 2025. "Dynamic transportation model for cost targeting and integrated design of process and heat exchanger network," Energy, Elsevier, vol. 336(C).
  • Handle: RePEc:eee:energy:v:336:y:2025:i:c:s0360544225040952
    DOI: 10.1016/j.energy.2025.138453
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    References listed on IDEAS

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    1. Liu, Zhaoli & Yang, Lu & Yang, Siyu & Qian, Yu, 2022. "An extended stage-wise superstructure for heat exchanger network synthesis with intermediate placement of multiple utilities," Energy, Elsevier, vol. 248(C).
    2. Yang, Zekun & Pan, Ting & Zhang, Nan & Smith, Robin, 2025. "Heat exchanger network synthesis with optimal waste heat recovery and multiple hot utilities," Energy, Elsevier, vol. 324(C).
    3. Zhi, Keke & Wang, Bohong & Guo, Lianghui & Chen, Yujie & Li, Wei & Ocłoń, Paweł & Wang, Jin & Chen, Yuping & Tao, Hengcong & Li, Xinze & Varbanov, Petar Sabev, 2024. "Graphical pinch analysis-based method for heat exchanger networks retrofit of a residuum hydrogenation process," Energy, Elsevier, vol. 299(C).
    4. Chin, Hon Huin & Varbanov, Petar Sabev & Wan Alwi, Sharifah Rafidah & Manan, Zainuddin Abdul & Martincová, Jana Victoria, 2024. "Blockchain-based concept for total site heat integration: A pinch-based smart contract energy management in industrial symbiosis," Energy, Elsevier, vol. 305(C).
    5. Kang, Lixia & Tang, Jianping & Liu, Yongzhong, 2020. "Optimal design of an organic Rankine cycle system considering the expected variations on heat sources," Energy, Elsevier, vol. 213(C).
    6. Yu, Haoshui & Eason, John & Biegler, Lorenz T. & Feng, Xiao, 2017. "Simultaneous heat integration and techno-economic optimization of Organic Rankine Cycle (ORC) for multiple waste heat stream recovery," Energy, Elsevier, vol. 119(C), pages 322-333.
    7. Sun, Xiaojing & Zhuang, Yu & Liu, Linlin & Dong, Yachao & Zhang, Lei & Du, Jian, 2022. "Multi-objective optimization of heat exchange network and thermodynamic cycles integrated system for cooling and power cogeneration," Applied Energy, Elsevier, vol. 321(C).
    8. Wang, Bohong & Klemeš, Jiří Jaromír & Varbanov, Petar Sabev & Zeng, Min & Liang, Yongtu, 2021. "Heat Exchanger Network synthesis considering prohibited and restricted matches," Energy, Elsevier, vol. 225(C).
    9. Zhao, Kai & Zhao, Li & Tang, Qiao Q. & Chen, Qing L. & He, Chang & Zhang, Bing J., 2024. "A novel optimization framework integrating multiple initialization, automatic topologization and MINLP reduction to accelerate large-scale heat exchanger network synthesis," Energy, Elsevier, vol. 307(C).
    10. Liew, Peng Yen & Walmsley, Timothy Gordon & Wan Alwi, Sharifah Rafidah & Abdul Manan, Zainuddin & Klemeš, Jiří Jaromír & Varbanov, Petar Sabev, 2016. "Integrating district cooling systems in Locally Integrated Energy Sectors through Total Site Heat Integration," Applied Energy, Elsevier, vol. 184(C), pages 1350-1363.
    11. Lee, Jui-Yuan & Chen, Po-Ling & Xie, Pei-Shan & Bandyopadhyay, Santanu, 2024. "Design of multi-cycle organic Rankine cycle systems for low-grade heat utilisation," Energy, Elsevier, vol. 310(C).
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