Zang Pengchao, Chen Lingen, Ge Yanlin, Shi Shuangshuang, Feng Huijun
Institute of Thermal Science and Power Engineering, Wuhan Institute of Technology, Wuhan 430205, China.
Hubei Provincial Engineering Technology Research Center of Green Chemical Equipment, Wuhan 430205, China.
Entropy (Basel). 2022 Aug 3;24(8):1074. doi: 10.3390/e24081074.
Considering that the specific heat of the working fluid varies linearly with its temperature, this paper applies finite time thermodynamic theory and NSGA-II to conduct thermodynamic analysis and multi-objective optimization for irreversible porous medium cycle. The effects of working fluid's variable-specific heat characteristics, heat transfer, friction and internal irreversibility losses on cycle power density and ecological function characteristics are analyzed. The relationship between power density and ecological function versus compression ratio or thermal efficiency are obtained. When operating in the circumstances of maximum power density, the thermal efficiency of the porous medium cycle engine is higher and its size is less than when operating in the circumstances of maximum power output, and it is also more efficient when operating in the circumstances of maximum ecological function. The four objectives of dimensionless power density, dimensionless power output, thermal efficiency and dimensionless ecological function are optimized simultaneously, and the Pareto front with a set of solutions is obtained. The best results are obtained in two-objective optimization, targeting power output and thermal efficiency, which indicates that the optimal results of the multi-objective are better than that of one-objective.
考虑到工质的比热容随其温度呈线性变化,本文应用有限时间热力学理论和NSGA-II对不可逆多孔介质循环进行热力学分析和多目标优化。分析了工质变比热容特性、传热、摩擦及内部不可逆损失对循环功率密度和生态功能特性的影响。得到了功率密度和生态功能与压缩比或热效率之间的关系。在最大功率密度工况下运行时,多孔介质循环发动机的热效率更高,且其尺寸小于在最大功率输出工况下运行时的尺寸,在最大生态功能工况下运行时效率也更高。同时对无量纲功率密度、无量纲功率输出、热效率和无量纲生态功能这四个目标进行优化,得到了一组具有解集的帕累托前沿。在以功率输出和热效率为目标的两目标优化中获得了最佳结果,这表明多目标的优化结果优于单目标的优化结果。