Data-driven drift detection and diagnosis framework for predictive maintenance of heterogeneous production processes: Application to a multiple tapping process
Julien Chapelin, Alexandre Voisin, Bertrand Rose, Benoît Iung, Lionel Steck, L. J. Chaves, Mathieu Lauer, Olivier Jotz
Abstract
International audience
Topics & Concepts
Computer scienceTappingProcess (computing)Production (economics)Predictive maintenanceConcept driftData miningMachine learningReliability engineeringMacroeconomicsManagementOperating systemData stream miningEconomicsEngineeringFault Detection and Control SystemsAnomaly Detection Techniques and ApplicationsAdvanced Statistical Process Monitoring