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 ...

Two PCA algorithms tested, known as the adjacency matrix (PCA_A) and the Laplacian matrix (PCA_L), were found to be more effective in attacking the structure of a single online network of child ...