2 papers
cs.LG2025
Learning Actionable World Models for Industrial Process Control
Peng Yan, Ahmed Abdulkadir, Gerrit A. Schatte +7
To go from (passive) process monitoring to active process control, an effective AI system must learn about the behavior of the complex system from very limited training data, formi…
cs.LG2023
A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions
Peng Yan, Ahmed Abdulkadir, Paul-Philipp Luley +4
Automating the monitoring of industrial processes has the potential to enhance efficiency and optimize quality by promptly detecting abnormal events and thus facilitating timely in…