Research on optimization method of investment decision for medium and low voltage distribution network project based on genetic algorithm

Lili Zhang; Hongwei Wang; Kai Huang; Shibiao Zhang; Guodong Lu

doi:10.1117/12.2659861

30 November 2022 Research on optimization method of investment decision for medium and low voltage distribution network project based on genetic algorithm

Lili Zhang, Hongwei Wang, Kai Huang, Shibiao Zhang, Guodong Lu

Author Affiliations +

Proceedings Volume 12456, International Conference on Artificial Intelligence and Intelligent Information Processing (AIIIP 2022); 124560B (2022) https://doi.org/10.1117/12.2659861
Event: International Conference on Artificial Intelligence and Intelligent Information Processing (AIIIP 2022), 2022, Qingdao, China

Abstract

In view of the serious economic losses caused by the unreasonable investment decision-making scheme of the current medium and low-voltage distribution network project, an optimization method for the investment decision-making of the medium and low-voltage distribution network project based on genetic algorithm is proposed. Combined with the optimization of the multi energy topology of the distribution network based on Genetic algorithm, the investment income model for the multi energy storage, renewable energy power generation and line reconstruction of the distribution network is established. According to the model, the required investment is planned by stages, an investment evaluation system considering efficiency and benefit is constructed, the evaluation algorithm is optimized, and an investment decision-making model is constructed based on the calculation results. Finally, based on the actual operation data of a regional multi-energy power grid, a multi-energy investment decision-making simulation model of distribution network is established. The simulation results verify that the optimization method of investment decision-making of medium and low-voltage distribution network projects based on genetic algorithm can improve the efficiency and benefit of multienergy investment.

Citation Download Citation

Lili Zhang, Hongwei Wang, Kai Huang, Shibiao Zhang, and Guodong Lu "Research on optimization method of investment decision for medium and low voltage distribution network project based on genetic algorithm", Proc. SPIE 12456, International Conference on Artificial Intelligence and Intelligent Information Processing (AIIIP 2022), 124560B (30 November 2022); https://doi.org/10.1117/12.2659861

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