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The rotor displacement measurement plays an important role in an active bearing system, however, in practice this measurement might be quite noisy, so that the control performance might be seriously degraded. In this paper, a soft sensing method for magnetic bearing-rotor system based on Support Vector Regression (SVR) and Extended Kalman Filter (EKF) is proposed. In the proposed method, SVR technique...
A SVM (Support Vector Machine) classification for rotary kiln based on time series trend characteristics was presented in this paper. The amount of coal feed depended on its trends which were predicted by the dynamic rules of rotary kiln data. The original sample was cleaned by data preprocessing, and the piecewise linear representation based on key points was used to extract the trend characteristics...
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