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This study proposes a novel protection scheme for residual current devices (RCDs) based on the theory of skewness and the least squares-support vector machine (LS-SVM). The skewness of the residual current is applied to detect the electric shock fault time, and the LS-SVM regression technique is used to perform touch current identification. The experimental test results indicate that the protection...