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Monitoring is at top of the automation system pyramid and is of great importance in almost every industry process. One critical index for a safe process operation is fast and online recognition of the system faults which must necessarily be removed at incipient moments. Distributed control systems (DCS) are supplanted the conventional automation systems to eliminate the existing infirmities. Although...