Research on Optimal Design of Microgrid Including Electric Vehicles

Zhongwei Qi; Hongyu Li; Limei Yan; Haishuang Yin

doi:10.54097/ajst.v1i3.406

Authors

Zhongwei Qi
Hongyu Li
Limei Yan
Haishuang Yin

DOI:

https://doi.org/10.54097/ajst.v1i3.406

Keywords:

Power system, Microgrid, New energy, Sparrow optimization algorithm, Optimization design.

Abstract

In view of the lack of consideration of electric vehicles in the design stage of microgrid, the use of traditional optimization algorithm in optimization design method, and only considering economic factors in optimization design index, this paper focuses on the mathematical model of electric vehicles, considering pollutants emission and other factors, and establishes a mathematical model of distributed energy. At the same time, the optimization design model of the microgrid and the constraints of the optimization problem were established, and the sparrow search algorithm with better comprehensive performance was used for reference. Finally, the optimization design and operation results of the microgrid were obtained. The simulation results proved the scientific and feasibility of the microgrid with electric vehicles under the new algorithm.

Downloads

Download data is not yet available.

References

Xu Jianjun, Huang Lida, Yan Limei, Yi Na. Insulator Self-Explosion Defect Detection Based on Hierarchical Multi-Task Deep Learning[J]. Transactions of China Electrotechnical Society, 2021,36(07):1407-1415.

Limei,LIU Yongqiang,XU Jianjun,et al.Broken string diagnosis of composite insulator based on Grabcut segmentation and filler area discrimination[J].Power System Protection and Control,2021,49(22):114-119

Yi, Q. Wang, L. Yan, et al., A multi-stage game model for the false data injection attack from attacker’s perspective. Sustainable Energy Grids & Networks 28 (2021).

Na Yi,Jianjun Xu,Limei Yan,Lin Huang. Task Optimization and Scheduling of Distributed Cyber-physical System Based on Improved Ant Colony Algorithm. Future Generation Computer Systems, 109(Aug. 2020),134-148.

Yang Zhao, Jianjun Xu, Jingchun Wu. A New Method for Bad Data Identification of Oilfield Power System Based on Enhanced Gravitational Search-Fuzzy C-Means Algorithm. IEEE Transactions on Industrial Informatics. VOL. 15, NO. 11, NOVEMBER 2019 5963-5970

Jing Han,Xi Wang,LiMei Yan, Aida Dahlak, et al. Modelling the performance of an SOEC by optimization of neural network with MPSO algorithm. International Journal of Hydrogen Energy, Volume 44, Issue 51, 22 October 2019, Pages 27947-27957.