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首页> 外文期刊>International Journal of Renewable Energy Technology >Multi-objective thermodynamic optimisation of solar parabolic dish Stirling heat engine using NSGA-Ⅱ and decision making
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Multi-objective thermodynamic optimisation of solar parabolic dish Stirling heat engine using NSGA-Ⅱ and decision making

机译:基于NSGA-Ⅱ的太阳能抛物面斯特林热机多目标热力学优化及决策

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摘要

The proposed work investigates optimal values of various decision variables that simultaneously optimise power output, thermal efficiency and ecological function of solar driven Stirling heat engine using evolutionary algorithm based on NSGA-Ⅱ. A finite time thermodynamic based mathematical model is developed in effect with regenerative heat losses, conducting thermal bridging losses, finite rate heat transfer and finite regeneration process time in MATLAB Simulink environment. In addition to this, effects imposed by the parameters as absorber temperature, concentrating ratio, radiation and convection heat transfer between absorber and working fluid and convective heat transfer between heat sink and working fluid are also included in the analysis. Pareto frontier is obtained for triple and dual objectives and the best optimal value is selected through four different decision making techniques viz. Fuzzy, Shannon entropy, LINMAP and TOPSIS. The optimal solutions attained are then compared and superior one is selected.
机译:拟议的工作研究了使用基于NSGA-Ⅱ的进化算法同时优化太阳能驱动斯特林热机的功率输出,热效率和生态功能的各种决策变量的最优值。在MATLAB Simulink环境中,开发了基于有限时间热力学的数学模型,该模型实际上具有再生热损耗,传导热桥接损耗,有限速率传热和有限再生过程时间。除此之外,分析中还包括吸收器温度,浓缩比,吸收器与工作流体之间的辐射与对流传热以及散热器与工作流体之间的对流传热等参数所施加的影响。获得三重和双重目标的帕累托边界,并通过四种不同的决策技术选择最佳最优值。模糊,香农熵,LINMAP和TOPSIS。然后比较获得的最佳解决方案,并选择最佳解决方案。

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