Multi objective optimization of performance of three-heat-source irreversible refrigerators based algorithm NSGAII

被引：88
作者：
Ahmadi, Mohammad Hossein [1 ]
Ahmadi, Mohammad Ali [2 ]
机构：
[1] Univ Tehran, Renewable Energies & Environm Dept, Fac New Sci & Technol, Tehran, Iran
[2] PUT, Dept Petr Engn, Ahwaz Fac Petr Engn, Ahvaz, Iran
来源：
RENEWABLE & SUSTAINABLE ENERGY REVIEWS | 2016年 / 60卷
关键词：
Refrigeration system; Specific entropy generation rate; Optimization; Ecological coefficient of performance; Decision making; NSGAII; STIRLING HEAT ENGINE; OF-THE-ART; MULTIOBJECTIVE OPTIMIZATION; THERMODYNAMIC ANALYSIS; THERMOECONOMIC OPTIMIZATION; OPTIMUM PERFORMANCE; THERMAL EFFICIENCY; ECOLOGICAL COEFFICIENT; CARNOT REFRIGERATOR; MAXIMIZED POWER;
D O I：
10.1016/j.rser.2015.12.181
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
This study demonstrates an optimization investigation of an irreversible refrigeration absorption system based on the new thermo-ecological criterion. The specific entropy generation rate and the ecological coefficient of performance (ECOP) were presumed as objective function in multi-objective optimization process. Multi-objective optimization algorithm (MOEA) improved by NSGAII algorithm was employed to optimize simultaneously two aforementioned objective functions. In order to get the best performance ECOP has been maximized and specific entropy generation rate was minimized. Decision making has been done via two well-organized methods including TOPSIS and LINAMP. Error analysis and sensitivity analysis was executed on the answers gained via two decision makers in the above mentioned system. Finally, results of this paper were compared to the previous researches and this comparison reveals that the results achieved here are reasonable in comparison with previous ones. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码：784 / 794
页数：11
相关论文
共 71 条
[11]   Thermo-economic multi-objective optimization of solar dish-Stirling engine by implementing evolutionary algorithm [J].
Ahmadi, Mohammad H. ;
Sayyaadi, Hoseyn ;
Mohammadi, Amir H. ;
Barranco-Jimenez, Marco A. .
ENERGY CONVERSION AND MANAGEMENT, 2013, 73 :370-380
[12]   Performance Optimization of a Solar-Driven Multi-Step Irreversible Brayton Cycle Based on a Multi-Objective Genetic Algorithm [J].
Ahmadi, Mohammad Hosein ;
Ahmadi, Mohammad Ali ;
Feidt, Michel .
OIL AND GAS SCIENCE AND TECHNOLOGY-REVUE D IFP ENERGIES NOUVELLES, 2016, 71 (01)
[13]   Thermodynamic analysis and multi objective optimization of performance of solar dish Stirling engine by the centrality of entransy and entropy generation [J].
Ahmadi, Mohammad Hossein ;
Ahmadi, Mohammad Ali ;
Mellit, Adel ;
Pourfayaz, Fathollah ;
Feidt, Michel .
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 78 :88-95
[14]   Thermodynamic analysis and optimization of an irreversible Ericsson cryogenic refrigerator cycle [J].
Ahmadi, Mohammad Hossein ;
Ahmadi, Mohammad Ali .
ENERGY CONVERSION AND MANAGEMENT, 2015, 89 :147-155
[15]   Designing a solar powered Stirling heat engine based on multiple criteria: Maximized thermal efficiency and power [J].
Ahmadi, Mohammad Hossein ;
Sayyaadi, Hoseyn ;
Dehghani, Saeed ;
Hosseinzade, Hadi .
ENERGY CONVERSION AND MANAGEMENT, 2013, 75 :282-291
[16]   Prediction of power in solar stirling heat engine by using neural network based on hybrid genetic algorithm and particle swarm optimization [J].
Ahmadi, Mohammad Hossien ;
Aghaj, Saman Sorouri Ghare ;
Nazeri, Alireza .
NEURAL COMPUTING & APPLICATIONS, 2013, 22 (06) :1141-1150
[17]  
[Anonymous], ASHRAE T
[18]  
[Anonymous], 1997, HDB EVOLUTIONARY COM
[19]  
[Anonymous], ECOP CRITERION IRREV
[20]  
[Anonymous], INT J AMBIENT ENERGY
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