2 papers
cs.LG2024
Sparse Attention-driven Quality Prediction for Production Process Optimization in Digital Twins
Yanlei Yin, Lihua Wang, Dinh Thai Hoang +2
In the process industry, long-term and efficient optimization of production lines requires real-time monitoring and analysis of operational states to fine-tune production line para…
cs.LG2024
TranDRL: A Transformer-Driven Deep Reinforcement Learning Enabled Prescriptive Maintenance Framework
Yang Zhao, Jiaxi Yang, Wenbo Wang +2
Industrial systems demand reliable predictive maintenance strategies to enhance operational efficiency and reduce downtime. This paper introduces an integrated framework that lever…