Title :
Multi-objective optimization of solar powered ericsson cycle using genetic algorithm and fuzzy decision making
Author :
Arora, Rajesh ; Kaushik, S.C. ; Kumar, Raj
Author_Institution :
MAE Dept., Amity Univ. Gurgaon, Gurgaon, India
Abstract :
Solar driven Ericsson heat engine has been considered for multi-objective thermodynamic optimization. Multi-objective genetic algorithm (MOGA) and finite time thermodynamic (FTT) approaches are implemented for optimization of power output and thermal efficiency which are considered as objectives in the study. Simultaneous optimization of power output and thermal efficiency are achieved using evolutionary algorithm based on MOGA. Various effectiveness of heat exchangers and temperatures of source and sink side working fluid are considered as decision variables. Pareto front between dual objectives is found in MATLAB 7.8. Further, Fuzzy Bellman-Zadeh decision making method is used to extract best optimal values of dual objective. Simultaneous optimization of power output and thermal efficiency of proposed model is obtained at optimal values of source side heat exchanger effectiveness, sink side heat exchanger effectiveness, regenerator side heat exchanger effectiveness, and source side working fluid and sink side working fluid as 0.79, 0.79, 0.88, 901 K and 436 K respectively.
Keywords :
Stirling engines; evolutionary computation; fuzzy set theory; genetic algorithms; heat exchangers; heat sinks; solar power; FTT; MOGA; Pareto front; evolutionary algorithm; finite time thermodynamic approach; fuzzy Bellman-Zadeh decision making method; multiobjective genetic algorithm; multiobjective thermodynamic optimization; power output optimization; regenerator side heat exchanger; sink side heat exchanger; sink side working fluid; solar driven ericsson Stirling heat engine; solar powered ericsson cycle; source side heat exchanger; source side working fluid; thermal efficiency optimization; Fluids; Genetic algorithms; Heat engines; Heat sinks; Optimization; Thermodynamics; Finite time thermodynamic (FTT); Fuzzy Bellman Zadeh decision making method; Multi objective genetic algorithm (MOGA); Solar driven Ericsson cycle;
Conference_Titel :
Computer Engineering and Applications (ICACEA), 2015 International Conference on Advances in
Conference_Location :
Ghaziabad
DOI :
10.1109/ICACEA.2015.7164754