Multi Objective Optimization of Photovoltaic Power Station Array Layout using NSGA-II Algorithm

In this project, NSGA-II method is used to optimize the multi-objective photovoltaic array layout. The existing photovoltaic power generation site selection is mostly based on a single target, it is difficult to take into account the balance and coordination of various targets. Therefore, this project intends to turn the problem into a multi-objective optimization problem, and solve it with NSGA-II method to achieve multi-objective simultaneous optimization. On this basis, a distributed photovoltaic generation system based on multi-index is proposed. The results show that NSGA-II is an efficient and feasible distributed photovoltaic power system layout scheme, which lays a foundation for the optimization design of photovoltaic power system.

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Publication Details

Published
2024-12-04
DOI
https://doi.org/10.1109/icmnwc63764.2024.10872315
Primary Topic
Satellite Communication Systems
Type
article
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article

Multi Objective Optimization of Photovoltaic Power Station Array Layout using NSGA-II Algorithm

H. T. Quan, Kai Deng, Taiyang Wang
Satellite Communication Systems
article

Multi Objective Optimization of Photovoltaic Power Station Array Layout using NSGA-II Algorithm

H. T. Quan, Kai Deng, Taiyang Wang
article en

Abstract

In this project, NSGA-II method is used to optimize the multi-objective photovoltaic array layout. The existing photovoltaic power generation site selection is mostly based on a single target, it is difficult to take into account the balance and coordination of various targets. Therefore, this project intends to turn the problem into a multi-objective optimization problem, and solve it with NSGA-II method to achieve multi-objective simultaneous optimization. On this basis, a distributed photovoltaic generation system based on multi-index is proposed. The results show that NSGA-II is an efficient and feasible distributed photovoltaic power system layout scheme, which lays a foundation for the optimization design of photovoltaic power system.

Leshan Normal University (CN)
Affordable and clean energy
Openalex Percentile: Top 54%
Satellite Communication Systems
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