They discuss here, about the popular feature extraction algorithms Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) and Local Binary Patterns (LBPs).

On the basis of the principal components analysis-particle swarm optimization-least squares support vector machine (PCA-PSO-LSSVM) algorithm, a fault diagnosis system is proposed for the compressor ...