差分演化法优化太阳能空气加热器

S. Jeyadevi, R. Manikumar, P. Gayathri, B. Mahalakshmi, M. Seethalakshmi
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引用次数: 2

摘要

一个效率最高的太阳能应用是一天的需要,以满足我们的电力需求。平板太阳能空气加热器的热性能较差,人们尝试了遗传算法等方法来解决这一问题。本工作的目的是找出应用微分演化(DE)优化平板太阳能空气加热器的优势。通过优化平板太阳能空气加热器的结构和雷诺数、板的倾斜角、板的发射率、空气速度等运行变量,测试了平板太阳能空气加热器的热效率,分析了这些参数的变化对热性能的影响。在这项工作中,考虑了哈米尔普尔市的气候数据,这是从已经发表的作者应用遗传算法(GA)的工作中提取的。本文还将遗传算法与粒子群算法和遗传算法进行了比较。仿真结果表明,遗传算法的性能优于粒子群算法和遗传算法。
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Optimization of solar air heater using differential evolution
A solar energy application with maximum efficiency is the need of the day to meet out the power demands. Thermal Performance of a flat plate solar air heater is less and several approaches such as Genetic Algorithm, etc., have been attempted to solve this problem. The purpose of this work is to find the advantages of the application of Differential Evolution (DE) for the optimization of a flat plate solar air heater. The thermal efficiency of flat plate solar air heater is tested by optimizing its construction and operating variables such as Reynolds number, tilt angle of the plate, emissivity of the plate and velocity of air etc., The impact of these parameters variation on thermal performance is analyzed. In this work, the climatic data for the city of Hamirpur is considered, which is taken from an already published work in which authors applied Genetic Algorithm (GA). The reported results of GA are also considered for comparison with PSO and DE. Simulation results are quite promising and show that DE performs better than PSO and GA.
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