Time-series clustering for sensor fault detection in large-scale Cyber–Physical Systems
Ahmed Abdulhasan Alwan, Allan J. Brimicombe, Mihaela Anca Ciupala, Seyed Ali Ghorashi, Andres Baravalle, Paolo Falcarin
Topics & Concepts
Computer scienceCluster analysisAnomaly detectionWireless sensor networkNode (physics)Data miningOutlierFault detection and isolationReliability (semiconductor)Real-time computingSensor nodeTime seriesSeries (stratigraphy)Scale (ratio)Artificial intelligenceMachine learningComputer networkKey distribution in wireless sensor networksActuatorBiologyPower (physics)PaleontologyStructural engineeringEngineeringWirelessWireless networkTelecommunicationsPhysicsQuantum mechanicsTime Series Analysis and ForecastingAnomaly Detection Techniques and ApplicationsComplex Systems and Time Series Analysis