“AI is becoming a key means to support the fine operation and intelligent upgrading of virtual power plants, such as state perception and dynamic trading. This article introduces its research progress in the field of optimizing the operation of virtual power plants. The expert system summarizes the application principles of AI in resource perception, collaborative scheduling, and market trading, providing new solutions for improving the flexibility and safety resilience of the power system.”