Artificial intelligence system construction method and device for power grid regulation and control

• Main Authors: LI YIPENG, ZHANG KEHENG, LAO YINGYING, LI JIAYANG, LIU JINBO, LI HAO, WAN XIONG, WANG YUDONG, YANG LIBO, JI XUECHUN, GE RUI, SHEN JIALING, XI XINKUI, ZHAI MINGYU, MA BIN, SUN GUANGHUI, ZHANG WEI, CHEN ZIYUN, WANG QIUNAN
• Format: Patent
• Language: Chinese; English
• Published: 11.10.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

The invention discloses a power grid regulation-oriented artificial intelligence system construction method and device. The method comprises the following steps: carrying out cluster resource pooling on computing power resources of physical or virtual servers to generate a virtual resource pool; the method comprises the following steps: extracting different types of sample data from a power grid regulation and control system, performing preprocessing, sample labeling and sample data set storage, and uniformly establishing a resource service directory of the sample data; an open source algorithm framework is integrated, and an application self-research algorithm is brought into unified management; a visual machine learning modeling engine is provided, the visual machine learning modeling engine converts machine learning AI model construction and development into graphical process arrangement and execution, and data, algorithms, AI model training and evaluation front and back ends are integrated; carrying out p