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Taguchi optimization and thermoelectrical analysis of a pin fin annular thermoelectric generator for automotive waste heat recovery

Author

Listed:
  • Yang, Wenlong
  • Jin, Chenchen
  • Zhu, Wenchao
  • Li, Yang
  • Zhang, Rui
  • Huang, Liang
  • Xie, Changjun
  • Shi, Ying

Abstract

Enhancing thermoelectric performance while minimizing exhaust back pressure is a crucial step in advancing the commercial viability of automotive thermoelectric generators. To achieve high overall performance in a thermoelectric generator, an annular thermoelectric generator equipped with circular pin fins is proposed. A comprehensive three-dimensional numerical model is established to accurately predict thermoelectric performance and thermomechanical behavior. Detailed multi-physics field distribution characteristics are analyzed. Using an L25 orthogonal array, we examine five influencing factors and their five levels: exhaust temperature, exhaust mass flow rate, fin height, fin diameter, and the number of fins. The Taguchi analysis suggests that exhaust temperature is the most influential factor in determining thermoelectric performance, followed by mass flow rate, fin height, fin diameter, and fin number. The optimal values for these parameters are 673 K, 30 g/s, 20 mm, 3 mm, and 420, respectively. Under the optimal design parameters, the net power reaches 34.11 W, representing an 18.7% increase compared to the original design. Moreover, a comparative study is conducted between plate fins and pin fins, showing that the pin fin-based thermoelectric generator exhibits a 5.83% increase in output power and a 4.82% increase in maximum thermal stress compared to the plate fin-based thermoelectric generator.

Suggested Citation

  • Yang, Wenlong & Jin, Chenchen & Zhu, Wenchao & Li, Yang & Zhang, Rui & Huang, Liang & Xie, Changjun & Shi, Ying, 2024. "Taguchi optimization and thermoelectrical analysis of a pin fin annular thermoelectric generator for automotive waste heat recovery," Renewable Energy, Elsevier, vol. 220(C).
  • Handle: RePEc:eee:renene:v:220:y:2024:i:c:s0960148123015434
    DOI: 10.1016/j.renene.2023.119628
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    References listed on IDEAS

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    1. Luo, Ding & Wang, Ruochen & Yan, Yuying & Yu, Wei & Zhou, Weiqi, 2021. "Transient numerical modelling of a thermoelectric generator system used for automotive exhaust waste heat recovery," Applied Energy, Elsevier, vol. 297(C).
    2. Zhu, Lei & Li, Huaqi & Chen, Sen & Tian, Xiaoyan & Kang, Xiaoya & Jiang, Xinbiao & Qiu, Suizheng, 2020. "Optimization analysis of a segmented thermoelectric generator based on genetic algorithm," Renewable Energy, Elsevier, vol. 156(C), pages 710-718.
    3. Jang, Jiin-Yuh & Tsai, Ying-Chi & Wu, Chan-Wei, 2013. "A study of 3-D numerical simulation and comparison with experimental results on turbulent flow of venting flue gas using thermoelectric generator modules and plate fin heat sink," Energy, Elsevier, vol. 53(C), pages 270-281.
    4. Zhu, WenChao & Weng, Zebin & Li, Yang & Zhang, Leiqi & Zhao, Bo & Xie, Changjun & Shi, Ying & Huang, Liang & Yan, Yonggao, 2022. "Theoretical analysis of shape factor on performance of annular thermoelectric generators under different thermal boundary conditions," Energy, Elsevier, vol. 239(PD).
    5. Shittu, Samson & Li, Guiqiang & Zhao, Xudong & Ma, Xiaoli, 2020. "Review of thermoelectric geometry and structure optimization for performance enhancement," Applied Energy, Elsevier, vol. 268(C).
    6. Luo, Ding & Wang, Ruochen & Yan, Yuying & Sun, Zeyu & Zhou, Weiqi & Ding, Renkai, 2021. "Comparison of different fluid-thermal-electric multiphysics modeling approaches for thermoelectric generator systems," Renewable Energy, Elsevier, vol. 180(C), pages 1266-1277.
    7. Luo, Yang & Li, Linlin & Chen, Yiping & Kim, Chang Nyung, 2022. "Influence of geometric parameter and contact resistances on the thermal-electric behavior of a segmented TEG," Energy, Elsevier, vol. 254(PC).
    8. Luo, Ding & Wang, Ruochen & Yu, Wei & Zhou, Weiqi, 2019. "Performance evaluation of a novel thermoelectric module with BiSbTeSe-based material," Applied Energy, Elsevier, vol. 238(C), pages 1299-1311.
    9. Yang, Wenlong & Zhu, WenChao & Li, Yang & Zhang, Leiqi & Zhao, Bo & Xie, Changjun & Yan, Yonggao & Huang, Liang, 2022. "Annular thermoelectric generator performance optimization analysis based on concentric annular heat exchanger," Energy, Elsevier, vol. 239(PB).
    10. Yang, Wenlong & Zhu, WenChao & Du, Banghua & Wang, Han & Xu, Lamei & Xie, Changjun & Shi, Ying, 2023. "Power generation of annular thermoelectric generator with silicone polymer thermal conductive oil applied in automotive waste heat recovery," Energy, Elsevier, vol. 282(C).
    11. Zhao, Yulong & Lu, Mingjie & Li, Yanzhe & Ge, Minghui & Xie, Liyao & Liu, Liansheng, 2021. "Characteristics analysis of an exhaust thermoelectric generator system with heat transfer fluid circulation," Applied Energy, Elsevier, vol. 304(C).
    12. Luo, Ding & Yan, Yuying & Wang, Ruochen & Zhou, Weiqi, 2021. "Numerical investigation on the dynamic response characteristics of a thermoelectric generator module under transient temperature excitations," Renewable Energy, Elsevier, vol. 170(C), pages 811-823.
    13. Yang, Yurong & Wang, Shixue & Zhu, Yu, 2020. "Evaluation method for assessing heat transfer enhancement effect on performance improvement of thermoelectric generator systems," Applied Energy, Elsevier, vol. 263(C).
    14. Luo, Ding & Sun, Zeyu & Wang, Ruochen, 2022. "Performance investigation of a thermoelectric generator system applied in automobile exhaust waste heat recovery," Energy, Elsevier, vol. 238(PB).
    15. Negash, Assmelash A. & Choi, Young & Kim, Tae Young, 2021. "Experimental investigation of optimal location of flow straightener from the aspects of power output and pressure drop characteristics of a thermoelectric generator," Energy, Elsevier, vol. 219(C).
    16. Chen, Wei-Hsin & Chiou, Yi-Bin & Chein, Rei-Yu & Uan, Jun-Yen & Wang, Xiao-Dong, 2022. "Power generation of thermoelectric generator with plate fins for recovering low-temperature waste heat," Applied Energy, Elsevier, vol. 306(PA).
    17. He, Zhi-Zhu, 2020. "A coupled electrical-thermal impedance matching model for design optimization of thermoelectric generator," Applied Energy, Elsevier, vol. 269(C).
    18. Chen, Wei-Hsin & Wang, Chi-Ming & Lee, Da-Sheng & Kwon, Eilhann E. & Ashokkumar, Veeramuthu & Culaba, Alvin B., 2022. "Optimization design by evolutionary computation for minimizing thermal stress of a thermoelectric generator with varied numbers of square pin fins," Applied Energy, Elsevier, vol. 314(C).
    19. Yousefi, Esmaeil & Nejad, Ali Abbas & Rezania, Alireza, 2022. "Higher power output in thermoelectric generator integrated with phase change material and metal foams under transient boundary condition," Energy, Elsevier, vol. 256(C).
    20. Chen, Wei-Hsin & Liao, Chen-Yeh & Hung, Chen-I & Huang, Wei-Lun, 2012. "Experimental study on thermoelectric modules for power generation at various operating conditions," Energy, Elsevier, vol. 45(1), pages 874-881.
    21. He, Wei & Wang, Shixue & Lu, Chi & Zhang, Xing & Li, Yanzhe, 2016. "Influence of different cooling methods on thermoelectric performance of an engine exhaust gas waste heat recovery system," Applied Energy, Elsevier, vol. 162(C), pages 1251-1258.
    22. Luo, Ding & Wang, Ruochen & Yu, Wei & Zhou, Weiqi, 2020. "Parametric study of a thermoelectric module used for both power generation and cooling," Renewable Energy, Elsevier, vol. 154(C), pages 542-552.
    23. Lan, Song & Li, Qingshan & Guo, Xin & Wang, Shukun & Chen, Rui, 2023. "Fuel saving potential analysis of bifunctional vehicular waste heat recovery system using thermoelectric generator and organic Rankine cycle," Energy, Elsevier, vol. 263(PB).
    24. Zhu, WenChao & Yang, Wenlong & Yang, Yang & Li, Yang & Li, Hao & Shi, Ying & Yan, Yonggao & Xie, Changjun, 2022. "Economic configuration optimization of onboard annual thermoelectric generators under multiple operating conditions," Renewable Energy, Elsevier, vol. 197(C), pages 486-499.
    25. Ge, Ya & He, Kui & Xiao, Liehui & Yuan, Wuzhi & Huang, Si-Min, 2022. "Geometric optimization for the thermoelectric generator with variable cross-section legs by coupling finite element method and optimization algorithm," Renewable Energy, Elsevier, vol. 183(C), pages 294-303.
    26. Luo, Ding & Wang, Ruochen & Yu, Wei & Zhou, Weiqi, 2020. "A numerical study on the performance of a converging thermoelectric generator system used for waste heat recovery," Applied Energy, Elsevier, vol. 270(C).
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