Traditional process monitoring methods, such as PCA, PLS, ICA, MD et al., are strongly dependent on continuous variables because most of them inevitably involve Euclidean or Mahalanobis distance. With industrial processes becoming more and complex integrated, binary also appear in besides variables, which makes challenging. The aforementioned traditional approaches incompetent to mine the infor...

The real-time monitoring and prediction system for quality attributes of jujube slices during the drying process was designed to solve problem destructive inconvenient traditional detection method realize online monitoring. Firstly, machine vision automatic weighing were employed monitor color moisture content changes in real-time. Secondly, correlation models between parameter (a* value) nutri...

Abstract The production of hybrid components involves a long process chain, which leads to high investment costs even before machining. To increase safety and quality during finishing, it is necessary provide information about the semi-finished parts geometry for machining identify defect at an early stage. This paper presents investigation predict variations in dimension cavities inside materi...