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Multi-objective thermal analysis of a thermoelectric device: Influence of geometric features on device characteristics

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  • Ibrahim, Amin
  • Rahnamayan, Shahryar
  • Vargas Martin, Miguel
  • Yilbas, Bekir

Abstract

Proper assessment of geometric features of a thermoelectric generator is important to design devices with improved performance features such as high efficiency and output power. In the present study, three the-state-of-the-art multi-objective evolutionary algorithms, namely, NSGA-II (Non-dominated Sorting Genetic Algorithm-II), GDE3 (Generalized Differential Evolution generation 3), and SMPSO (Speed-constrained Multi-objective Particle Swarm Optimization) are used to optimize the geometric features of a thermoelectric generator for improved efficiency and output power while incorporating different operating conditions. The parameters assessing geometric features of the device include shape factor and pin length size while operating parameters include temperature ratio and external load parameter. Thermal analysis incorporating geometric features and operating parameters of the device is introduced prior to the optimization study. The findings are validated against the results reported in the open literature. It is found that shape factor and pin length size have significant effect on the device performance. Increasing shape factor (S ≤ 0.5) first increases thermal efficiency to reach its maximum (∼17%), and furthermore, an increase in shape factor (S ≥ 0.5) lowers thermal efficiency significantly (∼8%). Device output power behaves similar to that of efficiency for small increment in shape factor, provided that further increase in shape factor does not influence output power of the device. A unique design configuration is present for a fixed operating condition of a thermoelectric generator; in which case, thermal efficiency and output power of the device attain high values.

Suggested Citation

  • Ibrahim, Amin & Rahnamayan, Shahryar & Vargas Martin, Miguel & Yilbas, Bekir, 2014. "Multi-objective thermal analysis of a thermoelectric device: Influence of geometric features on device characteristics," Energy, Elsevier, vol. 77(C), pages 305-317.
    • Handle: RePEc:eee:energy:v:77:y:2014:i:c:p:305-317
    DOI: 10.1016/j.energy.2014.08.041
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    References listed on IDEAS

    as
    1. Sayyaadi, Hoseyn & Aminian, Hamid Reza, 2010. "Design and optimization of a non-TEMA type tubular recuperative heat exchanger used in a regenerative gas turbine cycle," Energy, Elsevier, vol. 35(4), pages 1647-1657.
    2. Ippolito, M.G. & Di Silvestre, M.L. & Riva Sanseverino, E. & Zizzo, G. & Graditi, G., 2014. "Multi-objective optimized management of electrical energy storage systems in an islanded network with renewable energy sources under different design scenarios," Energy, Elsevier, vol. 64(C), pages 648-662.
    3. Patyk, Andreas, 2013. "Thermoelectric generators for efficiency improvement of power generation by motor generators – Environmental and economic perspectives," Applied Energy, Elsevier, vol. 102(C), pages 1448-1457.
    4. Kim, Shiho, 2013. "Analysis and modeling of effective temperature differences and electrical parameters of thermoelectric generators," Applied Energy, Elsevier, vol. 102(C), pages 1458-1463.
    5. Liu, Nian & Chen, Zheng & Liu, Jie & Tang, Xiao & Xiao, Xiangning & Zhang, Jianhua, 2014. "Multi-objective optimization for component capacity of the photovoltaic-based battery switch stations: Towards benefits of economy and environment," Energy, Elsevier, vol. 64(C), pages 779-792.
    6. Daróczy, László & Janiga, Gábor & Thévenin, Dominique, 2014. "Systematic analysis of the heat exchanger arrangement problem using multi-objective genetic optimization," Energy, Elsevier, vol. 65(C), pages 364-373.
    7. He, Wei & Su, Yuehong & Riffat, S.B. & Hou, JinXin & Ji, Jie, 2011. "Parametrical analysis of the design and performance of a solar heat pipe thermoelectric generator unit," Applied Energy, Elsevier, vol. 88(12), pages 5083-5089.
    8. Hajabdollahi, Zahra & Hajabdollahi, Farzaneh & Tehrani, Mahdi & Hajabdollahi, Hassan, 2013. "Thermo-economic environmental optimization of Organic Rankine Cycle for diesel waste heat recovery," Energy, Elsevier, vol. 63(C), pages 142-151.
    9. Saraswat, Amit & Saini, Ashish & Saxena, Ajay Kumar, 2013. "A novel multi-zone reactive power market settlement model: A pareto-optimization approach," Energy, Elsevier, vol. 51(C), pages 85-100.
    10. Shu, Gequn & Zhao, Jian & Tian, Hua & Liang, Xingyu & Wei, Haiqiao, 2012. "Parametric and exergetic analysis of waste heat recovery system based on thermoelectric generator and organic rankine cycle utilizing R123," Energy, Elsevier, vol. 45(1), pages 806-816.
    11. Wang, Jiangfeng & Yan, Zhequan & Wang, Man & Dai, Yiping, 2013. "Thermodynamic analysis and optimization of an ammonia-water power system with LNG (liquefied natural gas) as its heat sink," Energy, Elsevier, vol. 50(C), pages 513-522.
    12. Chen, Min & Lund, Henrik & Rosendahl, Lasse A. & Condra, Thomas J., 2010. "Energy efficiency analysis and impact evaluation of the application of thermoelectric power cycle to today's CHP systems," Applied Energy, Elsevier, vol. 87(4), pages 1231-1238, April.
    13. Li, Yaopeng & Jia, Ming & Chang, Yachao & Liu, Yaodong & Xie, Maozhao & Wang, Tianyou & Zhou, Lei, 2014. "Parametric study and optimization of a RCCI (reactivity controlled compression ignition) engine fueled with methanol and diesel," Energy, Elsevier, vol. 65(C), pages 319-332.
    14. Ahmadi, Pouria & Dincer, Ibrahim & Rosen, Marc A., 2014. "Thermoeconomic multi-objective optimization of a novel biomass-based integrated energy system," Energy, Elsevier, vol. 68(C), pages 958-970.
    15. Sahin, Ahmet Z. & Yilbas, Bekir S., 2013. "Thermodynamic irreversibility and performance characteristics of thermoelectric power generator," Energy, Elsevier, vol. 55(C), pages 899-904.
    Full references (including those not matched with items on IDEAS)

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    2. N. Kanagaraj & Hegazy Rezk & Mohamed R. Gomaa, 2020. "A Variable Fractional Order Fuzzy Logic Control Based MPPT Technique for Improving Energy Conversion Efficiency of Thermoelectric Power Generator," Energies, MDPI, vol. 13(17), pages 1-18, September.
    3. Fan, Shifa & Gao, Yuanwen, 2018. "Numerical simulation on thermoelectric and mechanical performance of annular thermoelectric generator," Energy, Elsevier, vol. 150(C), pages 38-48.
    4. Yilbas, Bekir Sami & Akhtar, S.S. & Sahin, A.Z., 2016. "Thermal and stress analyses in thermoelectric generator with tapered and rectangular pin configurations," Energy, Elsevier, vol. 114(C), pages 52-63.
    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. Wijesekara, Waruna & Rezania, A. & Rosendahl, Lasse, 2015. "Simple engineering design for complex thermoelectric generators based on reduced current approach," Energy, Elsevier, vol. 86(C), pages 455-466.
    7. Ali, Haider & Yilbas, Bekir Sami & Al-Sharafi, Abdullah, 2017. "Innovative design of a thermoelectric generator with extended and segmented pin configurations," Applied Energy, Elsevier, vol. 187(C), pages 367-379.
    8. Zhou, Junle & Chen, Lingen & Ding, Zemin & Sun, Fengrui, 2016. "Analysis and optimization with ecological objective function of irreversible single resonance energy selective electron heat engines," Energy, Elsevier, vol. 111(C), pages 306-312.
    9. Twaha, Ssennoga & Zhu, Jie & Yan, Yuying & Li, Bo, 2016. "A comprehensive review of thermoelectric technology: Materials, applications, modelling and performance improvement," Renewable and Sustainable Energy Reviews, Elsevier, vol. 65(C), pages 698-726.
    10. Shen, Zu-Guo & Wu, Shuang-Ying & Xiao, Lan & Yin, Gang, 2016. "Theoretical modeling of thermoelectric generator with particular emphasis on the effect of side surface heat transfer," Energy, Elsevier, vol. 95(C), pages 367-379.
    11. 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).

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