The invention discloses a
wind power plant inertia damping adaptive regulation and control method and
system fused with a deep Q network, and belongs to the technical field of power systems. The method comprises the following steps: establishing a doubly-fed wind
turbine generator, a converter
mathematical model and an
interaction model of a
wind power system connected to a
power grid, and analyzing the grid-connected stability of the
wind power system; the dynamic response characteristic of providing
inertia support by the VSG system under different conditions is researched, and the primary
frequency modulation capability is improved; a depth Q network is adopted to select rotational
inertia and a damping coefficient, a damping inertia
adaptive control strategy is improved, cooperation of inertia support and
frequency response capability improvement of a wind
turbine generator and continuous and smooth adjustment of active power is realized, the stability of a
power grid is improved, and the operation performance of a wind power
plant is optimized. According to the method, dynamic
optimal matching of inertia response, primary
frequency modulation and the running state of a unit is achieved, auxiliary services are provided, meanwhile, the running safety and service life of a draught fan are guaranteed, and smooth and
impact-free adjustment of active power is achieved.