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A framework to automate fault detection and diagnosis based on moving window principal component analysis and Bayesian network

Arthur Henrique de Andrade Melani, Miguel Ângelo de Carvalho Michalski, Renan Favarão da Silva, Gilberto Francisco Martha de Souza

2021Reliability Engineering & System Safety89 citationsDOI

Topics & Concepts

Principal component analysisData miningBayesian networkFault detection and isolationHeuristicsComputer scienceKnowledge baseComponent (thermodynamics)Context (archaeology)Fault (geology)Reliability engineeringReal-time computingArtificial intelligenceEngineeringSeismologyOperating systemPhysicsThermodynamicsActuatorGeologyPaleontologyBiologyFault Detection and Control SystemsMachine Fault Diagnosis TechniquesAdvanced Data Processing Techniques
A framework to automate fault detection and diagnosis based on moving window principal component analysis and Bayesian network | Litcius