Cost regulation and power quality enhancement for PV-wind-battery system using grasshopper optimisation approach

被引:0
|
作者
Krishna Kishore D.J. [1 ]
Mohamed M.R. [1 ]
Jewaliddin S.K. [2 ]
Peddakapu K. [1 ]
Srinivasarao P. [3 ]
机构
[1] College of Engineering, Universiti Malaysia Pahang, Pekan
[2] Department of Electrical & Electronic Engineering, Eluru College of Engineering & Technology, Eluru
[3] Department of Electrical & Electronics Engineering, Nalanda Institute of Engineering & Technology, Guntur
来源
关键词
battery; grasshopper optimisation; Grid; Photovoltaic system; wind turbines;
D O I
10.1080/01430750.2022.2102065
中图分类号
学科分类号
摘要
Renewable energy sources perform a potential role in the electrical industry for meeting the required load demand. However, the difficult aspect is to be reduced the entire cost including initial cost, operational cost, replacement cost and maintenance cost. Hence, to achieve this target, a grasshopper optimisation algorithm (GOA) is suggested in this work for optimum sizing of the off-grid. In this study, various power-generating renewable sources such as photovoltaic (PV), wind turbines (WTs) and batteries are integrated into the off-grid system. Moreover, solar irradiance, wind speed and required load are simulated by the HOMER software for 12 months of a year. Further, the performance of the suggested GOA is compared by hybrid genetic algorithm (GA) with particle swarm optimisation (PSO) (GA-PSO) for optimum sizing of the WTs and PV. As per the simulation outcome, the suggested GOA shows better performance and contributes the less levelised cost of energy factor (LFC = 0.502) as compared to studied GA-PSO. © 2022 Informa UK Limited, trading as Taylor & Francis Group.
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页码:8763 / 8774
页数:11
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