微型电脑应用2025，Vol.41Issue(4)：279-282,4.
基于人工智能的电网调度系统设计与应用
Design and Application of Power Grid Dispatching System Based on Artificial Intelligence
安广培 1朱玉飞 1葛楠 1魏邦城1
作者信息
- 1. 国网安徽省电力有限公司蚌埠供电公司,安徽,蚌埠 233000
- 折叠
摘要
Abstract
To solve the problems of the traditional dispatching methods,such as poor system integration,low intelligence level and slow task dispatching speed,a power grid dispatching system based on artificial intelligence is designed.In the designed system,artificial intelligence technology is applied,and LSTM-TS model is established according to long short-term memory(LSTM)and tabu search(TS)algorithm,to ensure the stability and reliability of the collected power grid operation system da-ta.The artificial intelligence power grid dispatching system architecture is constructed,the power grid operation status is eval-uated and analyzed through deep learning technology.Dispatching tasks are automatically generated through system decision-making,and achieve the digitization of power grid dispatch job operations,online business control,and intelligent system deci-sion-making.The simulation results show that the artificial intelligence power grid dispatching system can improve the efficien-cy and processing speed of the power grid dispatching task,run stably and reliably,and has good application value.关键词
人工智能/LSTM-TS模型/深度学习/电网调度Key words
artificial intelligence/LSTM-TS model/deep learning/power grid dispatching分类
信息技术与安全科学引用本文复制引用
安广培,朱玉飞,葛楠,魏邦城..基于人工智能的电网调度系统设计与应用[J].微型电脑应用,2025,41(4):279-282,4.
