Application of Satin Bowerbird Algorithm for Optimal Sizing of a Solar-Biomass based Microgrid

Nishant Thakkar, P. Paliwal
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引用次数: 3

Abstract

The steep increase in electrical energy demand and growing environmental concerns have led to the exploration of alternative energy technologies. Solar and biomass generators have emerged as a feasible option for off-grid rural applications. This paper presents the optimal sizing of a solar and biomass generators based standalone micro-grid (SMG). The variability affiliated with solar generation makes it essential to integrate a firm source of generation such as biomass with it. In order to obtain optimum component size, a modern metaheuristic called as Satin Bowerbird algorithm has been deployed. The simulation results of this algorithm offers higher quality solution and takes lesser convergence time as compared to the conventional algorithms. Reliability and economic parameters have been duly accounted for in the sizing of SMG. The results have been obtained for a case study conducted for Jaisalmer, Rajasthan, India. Further, sensitivity analyses have also been performed to assess the impact of component sizing on performance of SMG.
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缎面园丁鸟算法在太阳能-生物质微电网优化规模中的应用
电力能源需求的急剧增加和日益增长的环境问题促使人们探索替代能源技术。太阳能和生物质能发电机已成为农村离网应用的可行选择。本文提出了基于独立微电网(SMG)的太阳能和生物质发电机的最佳尺寸。与太阳能发电相关的可变性使得必须将诸如生物质之类的稳定发电来源与太阳能发电结合起来。为了获得最优的组件尺寸,采用了一种现代的元启发式算法——缎面园丁鸟算法。仿真结果表明,与传统算法相比,该算法具有更高的解质量和更短的收敛时间。可靠性和经济性参数在SMG的选型中得到了充分的考虑。在印度拉贾斯坦邦的Jaisalmer进行的案例研究中获得了结果。此外,还进行了敏感性分析来评估组件尺寸对SMG性能的影响。
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