The application discloses a GIS insulator
partial discharge charge on-line detection method and
system, and relates to the technical field of
charge detection.The method comprises the following steps: according to a GIS
simulation model, simulating the
electric field distribution of
charge generation in the
partial discharge process, determining the
performance index of the required
electric field sensing probe, and preparing the
electric field sensing probe; according to an
epoxy resin model, obtaining the
charge density, the charge distribution range and the electric field
signal collected by the electric field sensing probe under different
voltage pulses, and constructing a
test data set; according to the GIS
simulation model, obtaining the electric field
signal under different charge densities and different charge distribution radii, and constructing a training
data set; training a neural
network model according to the training
data set, and correcting according to the
test data set; and collecting the
partial discharge electric field
signal by using the electric field sensing
probe array arranged on the outer wall of the GIS insulator, and obtaining the
charge density and the charge distribution range on the surface of the insulator by using the neural network. Non-invasive and non-contact on-line measurement is realized.