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.
Authors
- H. T. Quan (ORCID: https://orcid.org/0000-0002-4130-2924)
- Kai Deng (ORCID: https://orcid.org/0000-0003-0233-3442)
- Taiyang Wang
Institutions
- Leshan Normal University (CN)
Publication Details
- Published
- 2024-12-04
- DOI
- https://doi.org/10.1109/icmnwc63764.2024.10872315
- Primary Topic
- Satellite Communication Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00