Energy-saving regulation and control method and system based on equipment working condition prediction

The invention relates to the field of artificial intelligence, and discloses an energy-saving regulation and control method and system based on equipment working condition prediction, which are used for realizing intelligent energy-saving regulation and control of a data center machine room. The method comprises the steps of obtaining a plurality of energy consumption devices in a target data center machine room and obtaining a plurality of device working condition data of each energy consumption device; performing working condition feature extraction on the multiple pieces of equipment working condition data to obtain multiple equipment working condition features; carrying out feature fusion on the plurality of equipment working condition features to obtain a target fusion feature; creating an equipment intelligent agent of each energy consumption equipment and carrying out equipment regulation and control execution parameter analysis to generate a first energy-saving regulation and control execution strateg