人工智能赋能微电网运行优化的应用及展望
Application and Prospect of Artificial Intelligence Empowering Microgrid Operation Optimization
邱晓勇 1彭健1
作者信息
- 1. 国网武汉电力调度控制中心,湖北武汉 430000
- 折叠
摘要
为提升微电网运行的稳定性、节能降耗水平,并对分布式电源、储能装置、可控负荷等进行有效调度,文章提出利用人工智能优化微电网运行的观点,并对人工智能赋能微电网运行的趋势进行了展望.研究发现,在对微电网运行进行优化时,可采用人工智能预测可再生能源,实现微电网对可再生能源的最佳利用;可建立微电网调度模型,采用蜂群策略,优化微电网调度控制;可利用人工智能解决微电网运行面临的不确定性,为微电网的安全、高效运行提供更有力的保障.
Abstract
In order to improve the stability of microgrid operation,the level of energy saving and consumption reduction,and to effectively dispatch distributed power sources,energy storage devices,controllable loads,etc.,this paper puts forward the idea of using artificial intelligence to optimize microgrid operation,and forecasts the trend of artificial intelligence-enabled microgrid operation.It is found that artificial intelligence can be used to predict renewable energy when optimizing the operation of microgrid,so as to realize the best utilization of renewable energy in microgrid.The microgrid dispatching model can be established and the swarm strategy can be adopted to optimize the microgrid dispatching control.Artificial intelligence can be used to solve the uncertainties faced by microgrid operation,and provide a more powerful guarantee for the safe and efficient operation of microgrid.
关键词
微电网/人工智能/运行/展望Key words
microgrid/artificial intelligence/operation/outlook引用本文复制引用
出版年
2024
NETL
NSTL
万方数据