The invention discloses a
voltage transformer state
influence factor analysis method,
system and device and a medium, and belongs to the technical field of
voltage fault analysis, and the method comprises the steps: collecting state parameters of a
voltage transformer, carrying out the preprocessing of the state parameters, and constructing a
nonlinear coupling relation between multidimensional feature
tensor capture features; analyzing
voltage fluctuation characteristics of the voltage
transformer, and automatically correcting the insulation state evaluation model; and inputting abnormal feature vectors obtained by monitoring into a recursive attribution
decision tree model, carrying out multi-dimensional abnormal clustering and
causal analysis, generating a tracing report, and carrying out multi-dimensional evaluation and
verification on an analysis result. According to the invention,
continuous dynamic full-coverage monitoring of the equipment insulation
health condition is realized, the accuracy and robustness of
anomaly detection are improved, the phenomena of missing detection and
false alarm are reduced, the scientificity of anomaly tracing analysis and the interpretation of early warning decision are improved, and the reliability of the
system is improved. And the intelligent level of the monitoring and
early warning system is improved by continuously adapting to new abnormal types and complex operation environments.