Predictive maintenance system for production lines in manufacturing: A machine learning approach using IoT data in real-time
Serkan Ayvaz, Koray Alpay
Topics & Concepts
Computer sciencePredictive maintenanceRandom forestMachine learningBoosting (machine learning)Preventive maintenanceProduction (economics)Factory (object-oriented programming)Artificial intelligenceInternet of ThingsProduction lineEnsemble learningBig dataProduction system (computer science)Data miningReliability engineeringEmbedded systemEngineeringProgramming languageOperating systemEconomicsMechanical engineeringProcess (computing)MacroeconomicsDigital Transformation in IndustryIndustrial Vision Systems and Defect DetectionCurrency Recognition and Detection