Unsupervised learning: Local and global structure preservation in industrial data

EE Seghers, LA Briceno-Mena… - Computers & Chemical …, 2023 - Elsevier
This article examines the use of data mining and machine learning algorithms for knowledge
discovery in industrial processes, with a focus on understanding how these methods …

A comprehensive framework for the modular development of condition monitoring systems for a continuous dry granulation line

RB Lagare, MZ Sheriff, M Gonzalez, Z Nagy… - Computer Aided …, 2022 - Elsevier
The development of condition monitoring systems often follows a modular scheme where
some systems are already embedded in certain equipment by their manufacturers, and …

A Data-Driven Multivariate Process Monitoring Platform for Knowledge Discovery and Model Building in Industrial Applications

E Seghers - 2023 - search.proquest.com
In industrial chemical manufacturing processes, the amount of raw data generated can add
complexity in the analysis and understanding of the process dynamics. Being able to …