Statistical methods application in signals spectral classification for power quality estimation in power transmission lines with fast changing loads

The present paper proposes the statistical classification procedure for voltage signals in transmission lines with fast changing moving loads. Fast Fourier Transformation harmonics are accepted as classification criterions. The classification error dependence on criterions number has been analyzed. It has been shown that the relative classification error is no more than 15%.