人工智能在电力系统中的应用

Application of Artificial Intelligence in Power Systems

随着电力系统规模的不断扩大和电力需求的增长,电力系统的运行和规划面临越来越多的挑战。传统的电力系统调度和规划方法通常依赖于人工经验和规则,面临效率低下、决策精度不高等问题。而人工智能技术的快速发展为解决这些问题提供了新的可能性。人工智能技术可通过对大量历史数据的学习和分析,快速、准确地做出决策,从而提高电力系统运行的效率和可靠性。文章主要研究人工智能技术在电力系统运行中的具体应用,通过对机组组合优化、机组调度优化、电源规划、电网规划和电力市场优化等方面的研究,以期为电力行业的创新和发展提供科学的决策支持。

With the continuous expansion of the power system scale and the growth of power demand,the operation and planning of the power system are facing more and more challenges.Traditional power system scheduling and planning methods often rely on manual experience and rules,facing problems of low efficiency and low decision-making accuracy.The rapid development of artificial intelligence technology has provided new possibilities for solving these problems.Artificial intelligence technology can make decisions quickly and accurately by learning and analyzing a large amount of historical data,thereby improving the efficiency and reliability of power system operation.The article mainly studies the specific application of artificial intelligence technology in the operation of power systems.Through research on unit combination optimization,unit scheduling optimization,power planning,power grid planning,and power market optimization,it aims to provide scientific decision-making support for the innovation and development of the power industry.