3 papers
cs.LG2025
Machine Learning for Pattern Detection in Printhead Nozzle Logging
Nikola Prianikov, Evelyne Janssen-van Dam, Marcin Pietrasik +1
Correct identification of failure mechanisms is essential for manufacturers to ensure the quality of their products. Certain failures of printheads developed by Canon Production Pr…
cs.LG2025
Deep Learning Methods for Detecting Thermal Runaway Events in Battery Production Lines
Athanasios Athanasopoulos, Matúš Mihalák, Marcin Pietrasik
One of the key safety considerations of battery manufacturing is thermal runaway, the uncontrolled increase in temperature which can lead to fires, explosions, and emissions of tox…
cs.LG2025
Predicting the Lifespan of Industrial Printheads with Survival Analysis
Dan Parii, Evelyne Janssen, Guangzhi Tang +2
Accurately predicting the lifespan of critical device components is essential for maintenance planning and production optimization, making it a topic of significant interest in bot…