Research on the optimal coordinated control strategy of ‘source-grid-load-storage’ including electric vehicle and distributed power supply
- Resource Type
- Conference
- Authors
- Huang, Guangzheng; Ma, Hao; Chen, Xi; Zhang, Binrong; Liu, Chang; Zhang, Jing
- Source
- 2020 IEEE International Conference on Artificial Intelligence and Information Systems (ICAIIS) Artificial Intelligence and Information Systems (ICAIIS), 2020 IEEE International Conference on. :505-507 Mar, 2020
- Subject
- Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Energy storage
Load modeling
Electric vehicles
Optimization
Power systems
Distributed power generation
Planning
distributed power
control
optimal coordinated
- Language
Because the electric vehicle load is a complex space-time load with comprehensive influence factors. Therefore, this paper considers the temporal and spatial characteristics of the electric vehicle load and the time sequence characteristics of the distributed generation. It establishes optimization model of distribution network containing the plug-in electric vehicle and distributed generation. To optimize the annual total cost of distribution network, it uses Monte Carlo simulation to get the temporal and spatial characteristics of electric vehicle load. Based on the coordinated control strategy, the model is solved by a hybrid particle swarm optimization algorithm with mutation and crossover operation.