Variable-speed pumped storage unit (VSPSU) has a wider power regulation range than fixed-speed pumped storage unit (FSPSU) in pump mode. When conducting large-amplitude power regulation, the operating point changes greatly, and the influence of various parameters on the power response in this transient process is not yet clear. In order to study the power regulation rapidity of VSPSU in pump mode, the factors affecting the response rapidity and overshoot of power under fast speed control strategy are explored through numerical simulation of a variable-speed pumped storage plant (VSPSP) model, in which doubly fed induction machine (DFIM) is adopted. The factors include power command, controller parameters of governor (Kp-g
, Ki-g
), and controller parameters of converter (Kp-c
, Ki-c
, Kp-c2
, Ki-c2
). Accordingly, preliminary study is conducted on the parameter matching law for obtaining the fastest power response, and suggestions on the settings of the parameters are provided. The results show that the fastest power response can be obtained when adopting a step power command and the VSPSU has the fastest response rate of 12.5%/s when adjusting 30% power using the parameters recommended in this paper. This study could provide technical support to the practical operation of VSPSU.