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Optimal design of a segmented thermoelectric generator based on three-dimensional numerical simulation and multi-objective genetic algorithm

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Cited by:

  1. Yang, Huizhu & Li, Mingxuan & Wang, Zehui & Ren, Fengsheng & Yang, Yue & Ma, Bijian & Zhu, Yonggang, 2023. "Performance optimization for a novel two-stage thermoelectric generator with different PCMs embedding modes," Energy, Elsevier, vol. 281(C).
  2. Zhu, Yuxiao & Newbrook, Daniel W. & Dai, Peng & de Groot, C.H. Kees & Huang, Ruomeng, 2022. "Artificial neural network enabled accurate geometrical design and optimisation of thermoelectric generator," Applied Energy, Elsevier, vol. 305(C).
  3. 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.
  4. 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.
  5. Shu, Gequn & Ma, Xiaonan & Tian, Hua & Yang, Haoqi & Chen, Tianyu & Li, Xiaoya, 2018. "Configuration optimization of the segmented modules in an exhaust-based thermoelectric generator for engine waste heat recovery," Energy, Elsevier, vol. 160(C), pages 612-624.
  6. Yin, Ershuai & Li, Qiang, 2023. "High-efficiency dynamic lossless coupling of a spectrum splitting photovoltaic-thermoelectric system," Energy, Elsevier, vol. 282(C).
  7. Chenyi Xu & Zhichun Liu & Shicheng Wang & Wei Liu, 2019. "Numerical Simulation and Optimization of Waste Heat Recovery in a Sinter Vertical Tank," Energies, MDPI, vol. 12(3), pages 1-19, January.
  8. Wei Sun & Pengfei Wen & Sijie Zhu & Pengcheng Zhai, 2024. "Geometrical Optimization of Segmented Thermoelectric Generators (TEGs) Based on Neural Network and Multi-Objective Genetic Algorithm," Energies, MDPI, vol. 17(9), pages 1-13, April.
  9. Ge, Ya & Xiao, Qiyin & Wang, Wenhao & Lin, Yousheng & Huang, Si-Min, 2022. "Design of high-performance photovoltaic-thermoelectric hybrid systems using multi-objective genetic algorithm," Renewable Energy, Elsevier, vol. 200(C), pages 136-145.
  10. Wang, Xi & Henshaw, Paul & Ting, David S.-K., 2021. "Exergoeconomic analysis for a thermoelectric generator using mutation particle swarm optimization (M-PSO)," Applied Energy, Elsevier, vol. 294(C).
  11. Maduabuchi, Chika, 2022. "Thermo-mechanical optimization of thermoelectric generators using deep learning artificial intelligence algorithms fed with verified finite element simulation data," Applied Energy, Elsevier, vol. 315(C).
  12. Shicheng Wang & Chenyi Xu & Wei Liu & Zhichun Liu, 2019. "Numerical Study on Heat Transfer Performance in Packed Bed," Energies, MDPI, vol. 12(3), pages 1-22, January.
  13. Xu, Aoqi & Xie, Changjun & Xie, Liping & Zhu, Wenchao & Xiong, Binyu & Gooi, Hoay Beng, 2024. "Performance prediction and optimization of annular thermoelectric generators based on a comprehensive surrogate model," Energy, Elsevier, vol. 290(C).
  14. Jun Shen & Zhichun Liu & Fan Liu & Wei Liu, 2018. "Numerical Simulation of Water Transport in a Proton Exchange Membrane Fuel Cell Flow Channel," Energies, MDPI, vol. 11(7), pages 1-23, July.
  15. 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.
  16. Ma, Xiaonan & Shu, Gequn & Tian, Hua & Xu, Wen & Chen, Tianyu, 2019. "Performance assessment of engine exhaust-based segmented thermoelectric generators by length ratio optimization," Applied Energy, Elsevier, vol. 248(C), pages 614-625.
  17. Diana Enescu, 2024. "Innovations in Thermoelectric Technology: From Materials to Applications," Energies, MDPI, vol. 17(7), pages 1-7, April.
  18. Khalil, ALkhadher & Elhassnaoui, Ahmed & Yadir, Said & Abdellatif, Obbadi & Errami, Youssef & Sahnoun, Smail, 2021. "Performance comparison of TEGs for diverse variable leg geometry with the same leg volume," Energy, Elsevier, vol. 224(C).
  19. Yusuf, Aminu & Ballikaya, Sedat, 2022. "Electrical, thermomechanical and cost analyses of a low-cost thermoelectric generator," Energy, Elsevier, vol. 241(C).
  20. Wang, Z.H. & Ma, Y.J. & Tang, G.H. & Zhang, Hu & Ji, F. & Sheng, Q., 2023. "Integration of thermal insulation and thermoelectric conversion embedded with phase change materials," Energy, Elsevier, vol. 278(C).
  21. Junpeng Liu & Yajing Sun & Gang Chen & Pengcheng Zhai, 2023. "Performance Analysis of Variable Cross-Section TEGs under Constant Heat Flux Conditions," Energies, MDPI, vol. 16(11), pages 1-16, June.
  22. Maduabuchi, Chika & Eneh, Chibuoke & Alrobaian, Abdulrahman Abdullah & Alkhedher, Mohammad, 2023. "Deep neural networks for quick and precise geometry optimization of segmented thermoelectric generators," Energy, Elsevier, vol. 263(PC).
  23. Ye-Qi Zhang & Jiao Sun & Guang-Xu Wang & Tian-Hu Wang, 2022. "Advantage of a Thermoelectric Generator with Hybridization of Segmented Materials and Irregularly Variable Cross-Section Design," Energies, MDPI, vol. 15(8), pages 1-18, April.
  24. Daniel Sanin-Villa & Oscar Danilo Montoya & Luis Fernando Grisales-Noreña, 2023. "Material Property Characterization and Parameter Estimation of Thermoelectric Generator by Using a Master–Slave Strategy Based on Metaheuristics Techniques," Mathematics, MDPI, vol. 11(6), pages 1-19, March.
  25. 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.
  26. Chen, Wei-Hsin & Lin, Yen-Kuan & Luo, Ding & Jin, Liwen & Hoang, Anh Tuan & Saw, Lip Huat & Nižetić, Sandro, 2023. "Effects of material doping on the performance of thermoelectric generator with/without equal segments," Applied Energy, Elsevier, vol. 350(C).
  27. Chen, Lingen & Lorenzini, Giulio, 2023. "Heating load, COP and exergetic efficiency optimizations for TEG-TEH combined thermoelectric device with Thomson effect and external heat transfer," Energy, Elsevier, vol. 270(C).
  28. 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).
  29. Jia, Yuan & Wang, Baojie & Tian, Jinpeng & Song, Qiuming & Chen, Yulong & Zhang, Wenwei & Wang, Cheng & Sun, Hao & Zhang, Zhixing, 2024. "A thermal conductivity varying 3D numerical model for parametric study of a silicon-based nano thermoelectric generator," Energy, Elsevier, vol. 293(C).
  30. 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.
  31. Demeke, Wabi & Ryu, Byungki & Ryu, Seunghwa, 2024. "Machine learning-based optimization of segmented thermoelectric power generators using temperature-dependent performance properties," Applied Energy, Elsevier, vol. 355(C).
  32. Chen, Wei-Hsin & Chiou, Yi-Bin, 2020. "Geometry design for maximizing output power of segmented skutterudite thermoelectric generator by evolutionary computation," Applied Energy, Elsevier, vol. 274(C).
  33. Aljaghtham, Mutabe & Celik, Emrah, 2022. "Design of cascade thermoelectric generation systems with improved thermal reliability," Energy, Elsevier, vol. 243(C).
  34. Manoj Verma & Harish Kumar Ghritlahre & Surendra Bajpai, 2023. "A Case Study of Optimization of a Solar Power Plant Sizing and Placement in Madhya Pradesh, India Using Multi-Objective Genetic Algorithm," Annals of Data Science, Springer, vol. 10(4), pages 933-966, August.
  35. Kong, Li & Yu, Jia & Zhu, Hongji & Zhu, Qingshan & Yan, Qing, 2022. "Effect of three parameters of the periodic rectangular pulsed heat flux on the electrical performance improvement to a thermoelectric generator," Energy, Elsevier, vol. 261(PA).
  36. Long, Rui & Li, Baode & Liu, Zhichun & Liu, Wei, 2018. "Performance analysis of reverse electrodialysis stacks: Channel geometry and flow rate optimization," Energy, Elsevier, vol. 158(C), pages 427-436.
  37. Ge, Ya & Lin, Yousheng & He, Qing & Wang, Wenhao & Chen, Jiechao & Huang, Si-Min, 2021. "Geometric optimization of segmented thermoelectric generators for waste heat recovery systems using genetic algorithm," Energy, Elsevier, vol. 233(C).
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