“A Transformer and Q-learning dual drive intelligent power generation control algorithm is proposed to address the problem of active power imbalance caused by the integration of renewable energy into the grid. The research progress of this algorithm in the field of frequency control of new power systems is introduced. The algorithm achieves precise control of frequency deviation through the collaborative design of digital analog dual drive loop and proportional loop, providing a solution to the active power balance problem of high proportion renewable energy power systems.”