The invention discloses a method and a
system for judging an on-load tap-changer for a
transformer. The method comprises the following steps of: 1, synchronously acquiring multi-source signals; step 2,
signal preprocessing; step 3, multi-dimensional
feature extraction; 4, generating a dynamic threshold value; step 5, state judgment; 6, self-adaptive compensation is carried out; step 7,
backtracking historical data; and step 8,
remote communication. According to the invention, multi-source signals are synchronously acquired, vibration and current signals are acquired by using an embedded
sensor array, and the comprehensiveness and reliability of
signal acquisition are improved; during
signal preprocessing, denoising and time-
frequency matrix construction are respectively performed on different signals, so that the
signal quality is improved; in multi-dimensional
feature extraction, four-dimensional feature vectors are formed, dynamic threshold generation is combined with multiple algorithms, and three-level alarm is triggered through state judgment; the self-adaptive compensation link adjusts the feature weight, supports historical data
backtracking, and uploads a result through a
Modbus-TCP protocol to guarantee the
operation safety of a
power grid.