most citedStrategic Data Augmentation with CTGAN for Smart Manufacturing: Enhancing Machine Learning Predictions of Paper Breaks in Pulp-and-Paper Production

10 citations · 10 across the 1 of their papers we have counts for

collaborators

1 paper

cs.LG2023★ 10 cited

Strategic Data Augmentation with CTGAN for Smart Manufacturing: Enhancing Machine Learning Predictions of Paper Breaks in Pulp-and-Paper Production

Hamed Khosravi, Sarah Farhadpour, Manikanta Grandhi +3

A significant challenge for predictive maintenance in the pulp-and-paper industry is the infrequency of paper breaks during the production process. In this article, operational dat…