Vladyslav Borysenko
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View article: Detecting Changeover Events on Manufacturing Machines with Machine Learning and NC data
Detecting Changeover Events on Manufacturing Machines with Machine Learning and NC data Open
Changeover events occur in every industrial production when a machine is prepared and setup for production of the next product variant. Changeover times must be acquired with a high degree of validity for product cost calculations, order s…
View article: Enhanced Changeover Detection in Industry 4.0 Environments with Machine Learning
Enhanced Changeover Detection in Industry 4.0 Environments with Machine Learning Open
Changeover times are an important element when evaluating the Overall Equipment Effectiveness (OEE) of a production machine. The article presents a machine learning (ML) approach that is based on an external sensor setup to automatically d…
View article: Intelligent forecasting in multi-criteria decision-making
Intelligent forecasting in multi-criteria decision-making Open
In this paper, the subject of the research is the intelligent forecasting in multi-criteria decision-making, in particular, methods of prediction of time series: traditional models of autoregression, smoothing techniques and machine learni…