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Dynamic thermal management for industrial waste heat recovery based on phase change material thermal storage

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  • Li, Dacheng
  • Wang, Jihong
  • Ding, Yulong
  • Yao, Hua
  • Huang, Yun

Abstract

To effectively utilize waste heat resulted in industrial production processes, this study investigates the dynamic thermal management using phase change material (PCM) thermal storage technique for the heat recovery system. The heat transfer process of a tube-type PCM storage module is analyzed and the dynamic model is developed for the optimization of system operation. The flag to indicate different working modes of the storage module is introduced as a system decision variable, which is used in developing an intelligent algorithm adopting biogeography-based optimization method for dynamic control of the system. The effectiveness of the dynamic model is verified via real demonstration experimental tests and the maximum relative error is 5.47%. The validation of the algorithm and evaluation of the dynamic thermal management are carried out by applications in the heat recovery of the steel sintering process. The influences of phase change enthalpy on the system performance are further studied to highlight the role of latent heat in thermal management. Results show that the proportions of fuel consumed in the off, flat and high peak energy utilization sections are optimized from the original 1:6.95:21.71 to 1:2.57:7.02 through the peak shaving and the total consumption of fuel per day is decreased from 6.81 t to 6.34 t. When the phase change enthalpy is reduced from 103 kJ kg−1 to 1 kJ kg−1, the decrease of the energy recovered by the PCM modules leads to the additional 0.06 t fuel consumption per day.

Suggested Citation

  • Li, Dacheng & Wang, Jihong & Ding, Yulong & Yao, Hua & Huang, Yun, 2019. "Dynamic thermal management for industrial waste heat recovery based on phase change material thermal storage," Applied Energy, Elsevier, vol. 236(C), pages 1168-1182.
    • Handle: RePEc:eee:appene:v:236:y:2019:i:c:p:1168-1182
    DOI: 10.1016/j.apenergy.2018.12.040
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    1. Sameti, Mohammad & Haghighat, Fariborz, 2018. "Integration of distributed energy storage into net-zero energy district systems: Optimum design and operation," Energy, Elsevier, vol. 153(C), pages 575-591.
    2. Miró, Laia & Brückner, Sarah & Cabeza, Luisa F., 2015. "Mapping and discussing Industrial Waste Heat (IWH) potentials for different countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 51(C), pages 847-855.
    3. Guarino, Francesco & Athienitis, Andreas & Cellura, Maurizio & Bastien, Diane, 2017. "PCM thermal storage design in buildings: Experimental studies and applications to solaria in cold climates," Applied Energy, Elsevier, vol. 185(P1), pages 95-106.
    4. Miró, Laia & Gasia, Jaume & Cabeza, Luisa F., 2016. "Thermal energy storage (TES) for industrial waste heat (IWH) recovery: A review," Applied Energy, Elsevier, vol. 179(C), pages 284-301.
    5. Mohamed, Shamseldin A. & Al-Sulaiman, Fahad A. & Ibrahim, Nasiru I. & Zahir, Md. Hasan & Al-Ahmed, Amir & Saidur, R. & Yılbaş, B.S. & Sahin, A.Z., 2017. "A review on current status and challenges of inorganic phase change materials for thermal energy storage systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 70(C), pages 1072-1089.
    6. Zhang, P. & Ma, F. & Xiao, X., 2016. "Thermal energy storage and retrieval characteristics of a molten-salt latent heat thermal energy storage system," Applied Energy, Elsevier, vol. 173(C), pages 255-271.
    7. Rech, S. & Lazzaretto, A., 2018. "Smart rules and thermal, electric and hydro storages for the optimum operation of a renewable energy system," Energy, Elsevier, vol. 147(C), pages 742-756.
    8. Merlin, Kevin & Soto, Jérôme & Delaunay, Didier & Traonvouez, Luc, 2016. "Industrial waste heat recovery using an enhanced conductivity latent heat thermal energy storage," Applied Energy, Elsevier, vol. 183(C), pages 491-503.
    9. Meng, Z.N. & Zhang, P., 2017. "Experimental and numerical investigation of a tube-in-tank latent thermal energy storage unit using composite PCM," Applied Energy, Elsevier, vol. 190(C), pages 524-539.
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