The invention relates to the technical field of power
system fault detection, and discloses a 10kV cable single-phase earth fault detection method based on an
adaptive algorithm, and the method comprises the following steps: S1, employing a
voltage collector and a
current collector to collect the
power frequency and transient signals of a switching
station integrated intelligent terminal strip; s2, filtering and de-noising the collected signals through a self-adaptive
digital signal processing algorithm; s3, adaptively determining a single-phase earth fault
signal component, and identifying the most significant
frequency band; s4, extracting features of the fault
signal by using a multi-band multi-criterion
adaptive algorithm; and S5, based on the extracted features, selecting the most significant criterion for single-phase earth fault detection. Through an
adaptive algorithm and a
deep learning model, the detection and recognition precision of a complex single-phase earth fault is improved, real-time intelligent
processing is realized through an
integrated monitoring module, misjudgment is reduced, the operation and maintenance efficiency is improved, the
system adapts to multi-scene application, and the intelligentization and power supply reliability of the
system are enhanced.