The invention discloses a DWT-RBF-based
power transmission line equipment fault classification method,
system and equipment, and the method comprises the steps: firstly building a
simulation system of three-phase
series compensation power, defining a fault type, then obtaining a sampling
signal of a
transient current when a
power transmission line has a fault, carrying out the
decomposition through DWT, and then carrying out the denoising based on an improved
wavelet threshold
algorithm, the method comprises the following steps: sampling a DWT-RBF
signal, acquiring an energy value of the sampling
signal, performing normalization
processing on the energy value, finally optimizing a DWT-RBF
simulation system based on an IWOA
algorithm, and inputting the energy value to complete fault classification; according to the method, the sampling signals are decomposed through DWT, fault features are extracted, the response speed of fault classification is increased, the
wavelet threshold
denoising algorithm is adopted for
noise filtering, the recognition accuracy is improved, meanwhile, the RBF model is optimized through the IWOA
algorithm, the convergence speed and generalization fitting capacity of the model are improved, and the fault classification accuracy is improved. Therefore, the method has good
network performance, and can accurately and quickly classify different types of
power transmission line equipment faults.