Overview of Operation State Sensing and Optimal Control Technology of Artificial Intelligence Empowered Power Capacitor
As an important reactive power compensation equipment in new power system,power capacitor has many installation numbers,complex fault types and changeable operation state,which brings great challenges to power enterprises in the operation and management of power capacitors.Traditional perception methods have the disadvantages of requiring a large number of human resources,difficult data analysis and limited prediction capability,which are far from meeting the requirements of modern smart grids.In order to effectively realize the effective operation and maintenance,control,and intelligent management of massive power capacitors,combined with the advantages of next-generation artificial intelligence technology,key technologies such as the operation data acquisition,operation state judgment and operation situation prediction technologies of artificial intelligence enabled power capacitors are systematically combed from the top-level design ideas.At the same time,the latest progress of incooperative control and optimization technology for power capacitors in recent years is expounded,and the future research direction of state awareness and optimization control technology of artificial intelligence-enabled power capacitors is prospected,aiming at providing reference and ideas for related research work in China.
Artificial intelligencepower capacitorstate awarenesscollaborative control
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