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Multi-objective optimization of a plate heat exchanger thermal energy storage with phase change material

  • Mehrdad Taghavi*
  • , Andrea Ferrantelli
  • , Tero Joronen
  • *Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

19 Citations (Scopus)
94 Downloads (Pure)

Abstract

The plate heat exchanger thermal energy storage system is recognized as a highly efficient form of latent heat thermal energy storage. However, existing studies show that the efficiency and performance of these thermal energy storage systems are significantly affected by the design variables, indicating the need of optimization studies. This investigation thus conducts a response surface modeling analysis based on validated computational fluid dynamics simulations. Four design variables of the system are identified, and through response surface modeling the values of five responses such as average power and average effectiveness are predicted within the defined range of the design variables. A multi-objective optimization model then determines the optimal configuration of design variables for all responses, based on the response surface modeling and validated simulations. The results indicate that the optimal design has 21.4 % higher effectiveness than the normal design. The system also achieves maximum performance by employing 5 mm of the phase change material section thickness considering all the efficiency parameters. Moreover, charging the system over 10 °C above the PCM's melting temperature significantly decreases efficiency while providing minimal enhancement to power.

Original languageEnglish
Article number111645
JournalJournal of Energy Storage
Volume89
DOIs
Publication statusPublished - 1 Jun 2024
Publication typeA1 Journal article-refereed

Funding

The authors are grateful for support by the Paavo V. Suominen Fund in the Industrial Research Fund at Tampere University, by the Academy of Finland (grant for FlexiB 333365), and by the European Commission (Finest Twins, grant No. 856602).

FundersFunder number
Paavo V. Suominen Fund in the Industrial Research Fund at Tampere University
Strategic Research Council at the Research Council of FinlandFlexiB 333365
European Commission856602

    UN SDGs

    This output contributes to the following UN Sustainable Development Goals (SDGs)

    1. SDG 7 - Affordable and Clean Energy
      SDG 7 Affordable and Clean Energy

    Keywords

    • CFD
    • Heat exchanger
    • MOOP
    • Optimization
    • PCM
    • RSM
    • Thermal energy storage

    Publication forum classification

    • Publication forum level 2

    ASJC Scopus subject areas

    • Renewable Energy, Sustainability and the Environment
    • Energy Engineering and Power Technology
    • Electrical and Electronic Engineering

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