生产的下一步使用AI获得更好的结果

The Next Step in Production: Using AIto Achieve Better ResultsRalph J. Woerheide-MetromationInc.Coatings Trends & Technology Summit, Lombard 9/6/2024IntroductionSales and Business DevelopmentModular FactoryWhat is Modular Factory (MoFa)?Traditional ManufacturingModular ManufacturingRaw MaterialsPROCESSProductRaw MaterialsDispersingGrindingMixingMasterSlurriesBinderCocktailPPPPPPPMoFaas a basis for production data•Recipe Modularization•Compact Setup•Dispersion and Mixing•PLC Controlled•Sensors and interfaces•AI EnabledBenefits in productionefficiency, stability andsustainabilityWhere are weand where do we want to goto?Instable processes complex formulationsRaw material variationfinal productDifficult prediction of product qualityMoFaAI???Where are weand where do we want to goto?Case Study at a Paint FactoryProblem to solve:•Heterogeneous recipe structures adapted to the customer•Low production frequencies•Difficult continuous data collection•Raw material and recipe information is not