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Genetic algorithm based optimization design and coupling performance analysis of multi-stage series hydrogen turbo-expanders

Author

Listed:
  • Niu, Bingyao
  • Chen, Liang
  • Deng, Kunyu
  • Wang, Haodong
  • Qu, Jie
  • Li, Shanfeng
  • Zhang, Ze
  • Chen, Shuangtao
  • Hou, Yu

Abstract

The energy consumption and stability of hydrogen liquefaction system directly depend on the performance of turbo-expanders. A performance prediction model for hydrogen turbo-expanders based on the loss model is proposed. The accuracy of the model is validated against the experimental data of the second-stage hydrogen turbo-expander in a 5 tpd hydrogen liquefaction system, with an error within 10%. The coupling performance of the three-stage hydrogen turbo-expanders is evaluated through the prediction model. The maximum efficiency of the third-stage turbo-expander is only 81.83% and the efficiency peak appears later, resulting in poor inter-stage coupling performance. In this context, this paper proposes an optimization design method for multi-stage series hydrogen turbo-expanders, which combines genetic algorithm and mean-line design method to optimize the design of the turbine string composed of the second and third stage turbo-expanders. The peak efficiencies of the optimized second and third stage turbo-expanders are 84.77% and 86.31%, increasing by 0.21% and 4.48%, respectively, with a corresponding mass flow rate difference of only 4 g·s−1 (1.1% of designed mass flow rate) between their peak efficiency points. The coupling performance of the optimized two-stage expanders is improved under off-design conditions.

Suggested Citation

  • Niu, Bingyao & Chen, Liang & Deng, Kunyu & Wang, Haodong & Qu, Jie & Li, Shanfeng & Zhang, Ze & Chen, Shuangtao & Hou, Yu, 2025. "Genetic algorithm based optimization design and coupling performance analysis of multi-stage series hydrogen turbo-expanders," Energy, Elsevier, vol. 335(C).
  • Handle: RePEc:eee:energy:v:335:y:2025:i:c:s0360544225037703
    DOI: 10.1016/j.energy.2025.138128
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