Applications and Challenges of AI Technology in Power Plant Intelligent Construction
With the advancement of artificial intelligence(AI)technology and the rise of renewable energy,new power system is gradually shifting towards greater intelligence,safety,controllability,flexibility,and efficiency,and the intelligentization of power plants has become an inevitable trend in the development of the energy industry.Therefore,this paper firstly analyzes the common methods and technical characteristics of AI,then discusses the technical architecture of intelligent power plants,and the specific application scenarios of artificial intelligence technology in new energy station output prediction,unit operation control,auxiliary duty monitoring,equipment fault diagnosis and trend prediction.It also analyzes the application trend of large model technology in power plants intelligent construction.Finally,the paper summarizes the challenges and prospects of intelligent power plants in terms of algorithms,data,and applications,providing reference for the research of power plant intelligent construction.
power plantartificial intelligencelarge modelintelligent controlnew energy
万方数据
维普
