Multi-objective optimization in a finite time thermodynamic method for dish-Stirling by branch and bound method and MOPSO algorithm

被引:15
作者
Nazemzadegan, Mohammad Reza [1 ]
Kasaeian, Alibakhsh [1 ]
Toghyani, Somayeh [1 ]
Ahmadi, Mohammad Hossein [2 ]
Saidur, R. [3 ,4 ]
Ming, Tingzhen [5 ]
机构
[1] Univ Tehran, Fac New Sci & Technol, Dept Renewable Energies, Tehran 1417466191, Iran
[2] Shahrood Univ Technol, Fac Mech Engn & Mechatron, Shahrood 3619995161, Iran
[3] Sunway Univ, Fac Sci & Technol, 5 Jalan Univ, Bandar Sunway 47500, Petaling Jaya, Malaysia
[4] Univ Lancaster, Dept Engn, Lancaster LA1 4YW, England
[5] Wuhan Univ Technol, Sch Civil Engn & Architecture, Wuhan 430070, Peoples R China
关键词
dish-Stirling; finite time model; branch and bound algorithm; multi-objective particle swarm optimization (MOPSO); MULTI OBJECTIVE OPTIMIZATION; HEAT ENGINE; THERMAL EFFICIENCY; PERFORMANCE; POWER; DESIGN; CYCLE; ERICSSON; ENERGY; MODEL;
D O I
10.1007/s11708-018-0548-0
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
There are various analyses for a solar system with the dish-Stirling technology. One of those analyses is the finite time thermodynamic analysis by which the total power of the system can be obtained by calculating the process time. In this study, the convection and radiation heat transfer losses from collector surface, the conduction heat transfer between hot and cold cylinders, and cold side heat exchanger have been considered. During this investigation, four objective functions have been optimized simultaneously, including power, efficiency, entropy, and economic factors. In addition to the fourobjective optimization, three-objective, two-objective, and single-objective optimizations have been done on the dish- Stirling model. The algorithm of multi-objective particle swarm optimization (MOPSO) with post-expression of preferences is used for multi-objective optimizations while the branch and bound algorithm with pre-expression of preferences is used for single-objective and multi-objective optimizations. In the case of multi-objective optimizations with post-expression of preferences, Pareto optimal front are obtained, afterward by implementing the fuzzy, LINMAP, and TOPSIS decision making algorithms, the single optimum results can be achieved. The comparison of the results shows the benefits of MOPSO in optimizing dish Stirling finite time thermodynamic equations.
引用
收藏
页码:649 / 665
页数:17
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