Multi-objective optimization of an irreversible Stirling cryogenic refrigerator cycle

被引:95
作者
Ahmadi, Mohammad H. [1 ,3 ]
Ahmadi, Mohammad Ali [2 ]
Mohammadi, Amir H. [3 ,4 ]
Feidt, Michel [5 ]
Pourkiaei, Seyed Mohsen [6 ]
机构
[1] Univ Tehran, Fac New Sci & Technol, Dept Renewable Energies, Tehran, Iran
[2] PUT, Ahwaz Fac Petr Engn, Dept Petr Engn, Ahvaz, Iran
[3] IRGCP, Paris, France
[4] Univ KwaZulu Natal, Sch Engn, Thermodynam Res Unit, ZA-4041 Durban, South Africa
[5] ENSEM, Lab Energet & Mecan Theor & Appl, F-606045451 Vandoeuvre Les Nancy, France
[6] Mat & Energy Res Ctr, Dept Energy, Karaj, Iran
关键词
Input power; Stirling cryogenic refrigeration cycles; Optimum performance; Multi-objective optimization; Evolutionary algorithms; Decision-making; ECOLOGICAL OPTIMIZATION; THERMOECONOMIC OPTIMIZATION; THERMAL EFFICIENCY; MAXIMIZED POWER; ENGINE; PERFORMANCE; CRITERION; COEFFICIENT; THERMODYNAMICS; ALGORITHMS;
D O I
10.1016/j.enconman.2014.03.033
中图分类号
O414.1 [热力学];
学科分类号
摘要
The main aim of this research article is a parametric demonstration of irreversible Stirling cryogenic refrigerator cycles that includes irreversibilities such as external and internal irreversibilities. In addition, through this study, finite heat capacities of external reservoirs are considered accordingly. To reach the addressed goal of this research, three objective functions that include the input power of the Stirling refrigerator, the coefficient of performance (COP) and cooling load (R-L) have been involved in optimization process simultaneously. The first aforementioned objective function has to minimize; the rest objective functions, on the other hand, have to maximize in parallel optimization process. Developed multi objective evolutionary approaches (MOEAs) based on NSGA-II algorithm is implemented throughout this work. Moreover, cold-side's effectiveness of the heat exchanger, hot-side's effectiveness of the heat exchanger, heat source's heat capacitance rate, heat sink's capacitance rate, temperature ratio (T-h/T-c), temperature of cold side are assigned as decision variables for decision making procedure. To gain a robust decision, different decision making approaches that include TOPSIS, LINMAP and fuzzy Bellman-Zadeh are used. Pareto optimal frontier was determined precisely and then three final outputs have been gained by means of the mentioned decision making approaches. (C) 2014 Elsevier Ltd. All rights reserved.
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页码:351 / 360
页数:10
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