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Optimization of Two-Stage Combined Thermoelectric Devices by a Three-Dimensional Multi-Physics Model and Multi-Objective Genetic Algorithm

Author

Listed:
  • Jing-Hui Meng

    (State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing 102206, China
    Research Center of Engineering Thermophysics, North China Electric Power University, Beijing 102206, China)

  • Hao-Chi Wu

    (State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing 102206, China
    School of Control and Computer Engineering, North China Electric Power University, Beijing 102206, China
    Co-first author: due to his equal contribution with the first author.)

  • Tian-Hu Wang

    (State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing 102206, China
    Research Center of Engineering Thermophysics, North China Electric Power University, Beijing 102206, China)

Abstract

Due to their advantages of self-powered capability and compact size, combined thermoelectric devices, in which a thermoelectric cooler module is driven by a thermoelectric generator module, have become promising candidates for cooling applications in extreme conditions or environments where the room is confined and the power supply is sacrificed. When the device is designed as two-stage configuration for larger temperature difference, the design degree is larger than that of a single-stage counterpart. The element number allocation to each stage in the system has a significant influence on the device performance. However, this issue has not been well-solved in previous studies. This work proposes a three-dimensional multi-physics model coupled with multi-objective genetic algorithm to optimize the optimal element number allocation with the coefficient of performance and cooling capacity simultaneously as multi-objective functions. This method increases the accuracy of performance prediction compared with the previously reported examples studied by the thermal resistance model. The results show that the performance of the optimized device is remarkably enhanced, where the cooling capacity is increased by 23.3% and the coefficient of performance increased by 122.0% compared with the 1# Initial Solution. The mechanism behind this enhanced performance is analyzed. The results in this paper should be beneficial for engineers and scientists seeking to design a combined thermoelectric device with optimal performance under the constraint of total element number.

Suggested Citation

  • Jing-Hui Meng & Hao-Chi Wu & Tian-Hu Wang, 2019. "Optimization of Two-Stage Combined Thermoelectric Devices by a Three-Dimensional Multi-Physics Model and Multi-Objective Genetic Algorithm," Energies, MDPI, vol. 12(14), pages 1-24, July.
    • Handle: RePEc:gam:jeners:v:12:y:2019:i:14:p:2832-:d:250778
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    References listed on IDEAS

    as
    1. Sun, Henan & Ge, Ya & Liu, Wei & Liu, Zhichun, 2019. "Geometric optimization of two-stage thermoelectric generator using genetic algorithms and thermodynamic analysis," Energy, Elsevier, vol. 171(C), pages 37-48.
    2. Ge, Ya & Liu, Zhichun & Sun, Henan & Liu, Wei, 2018. "Optimal design of a segmented thermoelectric generator based on three-dimensional numerical simulation and multi-objective genetic algorithm," Energy, Elsevier, vol. 147(C), pages 1060-1069.
    3. Kunlin Cheng & Yu Feng & Chuanwen Lv & Silong Zhang & Jiang Qin & Wen Bao, 2017. "Performance Evaluation of Waste Heat Recovery Systems Based on Semiconductor Thermoelectric Generators for Hypersonic Vehicles," Energies, MDPI, vol. 10(4), pages 1-16, April.
    4. Wang, Tian-Hu & Wang, Qiu-Hong & Leng, Chuan & Wang, Xiao-Dong, 2015. "Parameter analysis and optimal design for two-stage thermoelectric cooler," Applied Energy, Elsevier, vol. 154(C), pages 1-12.
    5. Wang, Xiao-Dong & Wang, Qiu-Hong & Xu, Jin-Liang, 2014. "Performance analysis of two-stage TECs (thermoelectric coolers) using a three-dimensional heat-electricity coupled model," Energy, Elsevier, vol. 65(C), pages 419-429.
    6. Sun, Henan & Gil, Sergio Usón & Liu, Wei & Liu, Zhichun, 2019. "Structure optimization and exergy analysis of a two-stage TEC with two different connections," Energy, Elsevier, vol. 180(C), pages 175-191.
    7. He, Wei & Zhang, Gan & Zhang, Xingxing & Ji, Jie & Li, Guiqiang & Zhao, Xudong, 2015. "Recent development and application of thermoelectric generator and cooler," Applied Energy, Elsevier, vol. 143(C), pages 1-25.
    8. Kwan, Trevor Hocksun & Wu, Xiaofeng & Yao, Qinghe, 2018. "Integrated TEG-TEC and variable coolant flow rate controller for temperature control and energy harvesting," Energy, Elsevier, vol. 159(C), pages 448-456.
    9. Fankai Meng & Lingen Chen & Fengrui Sun, 2010. "Multiobjective analyses of physical dimension on the performance of a TEG--TEC system," International Journal of Low-Carbon Technologies, Oxford University Press, vol. 5(4), pages 193-200, May.
    10. Meng, Jing-Hui & Zhang, Xin-Xin & Wang, Xiao-Dong, 2014. "Multi-objective and multi-parameter optimization of a thermoelectric generator module," Energy, Elsevier, vol. 71(C), pages 367-376.
    11. Chuan-Wei Zhang & Ke-Jun Xu & Lin-Yang Li & Man-Zhi Yang & Huai-Bin Gao & Shang-Rui Chen, 2018. "Study on a Battery Thermal Management System Based on a Thermoelectric Effect," Energies, MDPI, vol. 11(2), pages 1-15, January.
    12. Khaled Teffah & Youtong Zhang & Xiao-long Mou, 2018. "Modeling and Experimentation of New Thermoelectric Cooler–Thermoelectric Generator Module," Energies, MDPI, vol. 11(3), pages 1-11, March.
    13. Chen, Xiaohang & Lin, Bihong & Chen, Jincan, 2006. "The parametric optimum design of a new combined system of semiconductor thermoelectric devices," Applied Energy, Elsevier, vol. 83(7), pages 681-686, July.
    14. Lai, Young-Jou & Liu, Ting-Yun & Hwang, Ching-Lai, 1994. "TOPSIS for MODM," European Journal of Operational Research, Elsevier, vol. 76(3), pages 486-500, August.
    15. Jinlong Chen & Kewen Li & Changwei Liu & Mao Li & Youchang Lv & Lin Jia & Shanshan Jiang, 2017. "Enhanced Efficiency of Thermoelectric Generator by Optimizing Mechanical and Electrical Structures," Energies, MDPI, vol. 10(9), pages 1-15, September.
    16. Martí Comamala & Ivan Ruiz Cózar & Albert Massaguer & Eduard Massaguer & Toni Pujol, 2018. "Effects of Design Parameters on Fuel Economy and Output Power in an Automotive Thermoelectric Generator," Energies, MDPI, vol. 11(12), pages 1-28, November.
    17. Kwan, Trevor Hocksun & Wu, Xiaofeng & Yao, Qinghe, 2018. "Multi-objective genetic optimization of the thermoelectric system for thermal management of proton exchange membrane fuel cells," Applied Energy, Elsevier, vol. 217(C), pages 314-327.
    18. Marian Von Lukowicz & Elisabeth Abbe & Tino Schmiel & Martin Tajmar, 2016. "Thermoelectric Generators on Satellites—An Approach for Waste Heat Recovery in Space," Energies, MDPI, vol. 9(7), pages 1-14, July.
    19. Panagiotis Stathopoulos & Javier Fernàndez-Villa, 2018. "On the Potential of Power Generation from Thermoelectric Generators in Gas Turbine Combustors," Energies, MDPI, vol. 11(10), pages 1-21, October.
    20. Wang, Xiao-Dong & Huang, Yu-Xian & Cheng, Chin-Hsiang & Ta-Wei Lin, David & Kang, Chung-Hao, 2012. "A three-dimensional numerical modeling of thermoelectric device with consideration of coupling of temperature field and electric potential field," Energy, Elsevier, vol. 47(1), pages 488-497.
    21. Zhang, Houcheng & Xu, Haoran & Chen, Bin & Dong, Feifei & Ni, Meng, 2017. "Two-stage thermoelectric generators for waste heat recovery from solid oxide fuel cells," Energy, Elsevier, vol. 132(C), pages 280-288.
    22. Meysam Karami Rad & Mahmoud Omid & Ali Rajabipour & Fariba Tajabadi & Lasse Aistrup Rosendahl & Alireza Rezaniakolaei, 2018. "Optimum Thermal Concentration of Solar Thermoelectric Generators (STEG) in Realistic Meteorological Condition," Energies, MDPI, vol. 11(9), pages 1-16, September.
    23. Yoo, Chung-Yul & Yeon, Changho & Jin, Younghwan & Kim, Yeongseon & Song, Jinseop & Yoon, Hana & Park, Sang Hyun & Beltrán-Pitarch, Braulio & García-Cañadas, Jorge & Min, Gao, 2019. "Determination of the thermoelectric properties of a skutterudite-based device at practical operating temperatures by impedance spectroscopy," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
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