The invention discloses a multiband high-
voltage power supply
control system and a normalization control and protection method thereof, and relates to the technical field of power supply control, and the method comprises the steps: collecting multi-mode signals of S, C and
Ku band high-
voltage power supply systems and a cooling
system; an SDAE deep network and an integrated learning
AdaBoost framework are combined to construct a fault diagnosis model, and a fault type and confidence are obtained according to
signal features; when a fault occurs, high-
voltage output of a corresponding
power supply unit is
cut off and reported through an isolation interface, and a deep
reinforcement learning agent is used for carrying out protection action
intelligent decision making; a digital twinborn model of a
power supply unit is constructed, an improved grey wolf optimizer is used for multi-task collaborative optimization, optimized
system parameters are acquired and issued to a PLC for execution, and waveband output stability is ensured. According to the invention, high reliability,
rapid response and intelligent operation and maintenance of the multi-band high-voltage power supply
system are realized through
deep integration of multi-source
signal acquisition, intelligent fault diagnosis, adaptive protection decision and digital twinning optimization.