Exploring the potentials of online machine learning for predictive maintenance: a case study in the railway industry
Minh-Huong Le-Nguyen, Fabien Turgis, Pierre-Emmanuel Fayemi, Albert Bifet
Topics & Concepts
Computer sciencePredictive maintenanceMachine learningArtificial intelligenceFeature engineeringAutoencoderPipeline (software)Support vector machineData streamRetrainingLeverage (statistics)Data miningDeep learningReliability engineeringTelecommunicationsProgramming languageInternational tradeBusinessEngineeringAnomaly Detection Techniques and ApplicationsTime Series Analysis and ForecastingMachine Fault Diagnosis Techniques