Pitfalls and protocols of data science in manufacturing practice
Chia-Yen Lee, Chen-Fu Chien
Topics & Concepts
Data scienceBig dataAnalyticsComputer scienceDomain (mathematical analysis)Cloud computingPredictive analyticsData analysisIndustry 4.0ManufacturingRoboticsCloud manufacturingKnowledge managementProduction (economics)Advanced manufacturingThe InternetProcess managementEngineeringDomain knowledgeArtificial intelligenceInternet of ThingsDesign science researchSystems engineeringEngineering managementManagement scienceData collectionSmart manufacturingManufacturing engineeringIndustrial InternetRisk analysis (engineering)Software engineeringAutomationDigital Transformation in IndustryMachine Learning and Data ClassificationIndustrial Vision Systems and Defect Detection