The application discloses a method for
early detection of turn-to-turn
short circuit of a
stator winding of an
induction motor based on a
voltage signal, and comprises the following steps: collecting three-phase
stator winding
voltage signals of an
induction motor to be detected during operation; performing time-
frequency analysis to obtain time-frequency energy; constructing a cost function, and initializing a time-frequency
ridge line of the
voltage signal; updating the time-frequency
ridge line to realize
accurate estimation of the time-frequency
ridge line of the voltage
signal; calculating three-phase voltage
symmetrical components, performing time-varying band-pass filtering, and obtaining fundamental
waves of the three-phase
symmetrical components; calculating amplitudes of the three-phase symmetrical component fundamental
waves, constructing an extended zero-sequence voltage factor, and realizing real-time detection of a turn-to-turn
short circuit fault; and constructing a fault phase index to realize identification of a turn-to-turn
short circuit phase. The application can effectively detect an early turn-to-turn
short circuit fault, improves the accuracy of online detection, reduces the hardware cost of online detection, improves the robustness of online detection under non-
stationary conditions, reduces the complexity of
data acquisition and
signal processing, and improves the practicability of intelligent health management.