Non-dimensional Multi-objective Performance Optimization of Single Stage Thermoelectric Cooler

被引:0
|
作者
Nain, P. K. S. [1 ]
Sharma, S. [2 ]
Giri, J. M. [3 ]
机构
[1] Amity Univ, Dept Mech Engn, Amity Sch Engn & Technol, Sector 125, Noida 201303, India
[2] Noida Inst Engn & Technol, Dept Mech Engn, Noida 201306, India
[3] Skyline Inst Engn & Technol, Dept Mech Engn, Noida 201306, India
来源
关键词
TEC; Practical Performance Optimization; Multi-Objective Optimization; NSGA-II; BISMUTH TELLURIDE COMPOUNDS;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Thermoelectric devices are indeed device of future as they are green cooling devices. Tough still under research, performance of these devices is main concern to engineers for their suitability for practical use. In the present work, the two main concern i.e. Coefficient of Performance (COP) and Rate of Refrigeration (ROR) of such devices are simultaneously addressed. NSGA-II is used for finding Pareto-optimal solutions under three different settings for ambient conditions. Mathematical model is considered and effect of ambient conditions on optimal performance is also highlighted. The results of optimization are verified by theoretical governing equations for Thermo-Electric Coolers (TEC). It is concluded that Bi-Objective optimization of performance of single stage TEC is possible, relevant and have huge potential for practical use by designers of TEC.
引用
收藏
页码:404 / +
页数:3
相关论文
共 50 条
  • [31] A multi-objective perspective on performance assessment and automated selection of single-objective optimization algorithms
    Bossek, Jakob
    Kerschke, Pascal
    Trautmann, Heike
    [J]. APPLIED SOFT COMPUTING, 2020, 88
  • [32] Multi-objective optimization of the design of two-stage flash evaporators: Part 2. Multi-objective optimization
    Sebastian, P.
    Quirante, T.
    Tiat, V. Ho Kon
    Ledoux, Y.
    [J]. INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2010, 49 (12) : 2459 - 2466
  • [33] Thermodynamic modeling and multi-objective optimization of two stage thermoelectric generator in electrically series and parallel configuration
    Arora, Ranjana
    Kaushik, S. C.
    Arora, Rajesh
    [J]. APPLIED THERMAL ENGINEERING, 2016, 103 : 1312 - 1323
  • [34] Comparative study on single-objective optimization and multi-objective optimization of convex textured friction couple performance
    Yu, Xiaodong
    Shi, Guangqiang
    Zhao, Feihu
    Feng, Yanan
    Gao, Weicheng
    [J]. SURFACE TOPOGRAPHY-METROLOGY AND PROPERTIES, 2023, 11 (01)
  • [35] INTEGRATED DESIGN AND MULTI-OBJECTIVE OPTIMIZATION OF A SINGLE STAGE HEAT-PUMP TURBOCOMPRESSOR
    Schiffmann, J.
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2013, VOL 3B, 2014,
  • [36] Integrated Design and Multi-objective Optimization of a Single Stage Heat-Pump Turbocompressor
    Schiffmann, J.
    [J]. JOURNAL OF TURBOMACHINERY-TRANSACTIONS OF THE ASME, 2015, 137 (07): : 1 - 9
  • [37] A two-stage multi-objective evolutionary algorithm for large-scale multi-objective optimization
    Liu, Wei
    Chen, Li
    Hao, Xingxing
    Xie, Fei
    Nan, Haiyang
    Zhai, Honghao
    Yang, Jiyao
    [J]. 2022 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2022,
  • [38] Robust multi-objective optimization in high dimensional spaces
    Suelflow, Andre
    Drechsler, Nicole
    Drechsler, Rolf
    [J]. EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, PROCEEDINGS, 2007, 4403 : 715 - +
  • [39] Performance evaluation and multi-objective optimization of a tubular indirect evaporative cooler integrated with moisture-conducting fibers
    Yang, Chuanjun
    Yan, Weichao
    Zhang, Yu
    Jin, Liwen
    Cui, Xin
    Chen, Qian
    [J]. INTERNATIONAL JOURNAL OF REFRIGERATION, 2024, 167 : 47 - 58
  • [40] Multi-objective multi-stage portfolio optimization with parallel GA
    Dhurandhar, M
    [J]. PDPTA'03: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED PROCESSING TECHNIQUES AND APPLICATIONS, VOLS 1-4, 2003, : 662 - 668