Abstract
Abstract
In many microgrids with a lot of uncontrollable DGs, a well-planned operation of the energy storage station is an important guarantee for the stability and economy of the microgrid. To solve the operation optimization problem, the Chaos mechanism, differential evolution, and random inertia weight were introduced to propose the traditional PSO algorithm. A mathematical model for minimizing the running cost of Microgrid is established, and through MATLAB simulation, both algorithms are used to solve the same problem to observe the improvement of the algorithm. The experimental results show that the IPSO algorithm achieves performance improvement.
Subject
Computer Science Applications,History,Education
Reference10 articles.
1. Survey on consumption demand of distributed photovoltaic products in rural China [J];Songsong;Contemporary county economy,2021
2. Research on application of dual battery energy storage system in photovoltaic microgrid [J];Guo;China Plant Engineering,2022
3. Research on economical optimal operation based on improved adaptive genetic algorithm optimization with NPV [J];Shuping;Information Technology,2017
4. Cooperative optimization of building energy systems in an economic model predictive control framework[J];Staino;Energy and Buildings,2016
5. Hierarchical and Zonal Optimization of the Energy Router Based Energy Internet [J];Hui;Proceedings of the CSEE,2018