205 citations · 247 across the 14 of their papers we have counts for
6 papers · 1 filter
A Deep Reinforcement Learning Based Multi-Criteria Decision Support System for Textile Manufacturing Process Optimization
Zhenglei He, Kim Phuc Tran, Sebastien Thomassey +3
Textile manufacturing is a typical traditional industry involving high complexity in interconnected processes with limited capacity on the application of modern technologies. Decis…
Multi-Objective Optimization of the Textile Manufacturing Process Using Deep-Q-Network Based Multi-Agent Reinforcement Learning
Zhenglei He, Kim Phuc Tran, Sebastien Thomassey +3
Multi-objective optimization of the textile manufacturing process is an increasing challenge because of the growing complexity involved in the development of the textile industry.…
Profile control chart based on maximum entropy
Seyedeh Azadeh Fallah Mortezanejad, Ruochen Wang, Gholamreza Mohtashami Borzadaran +2
Monitoring a process over time is so important in manufacturing processes to reduce the waste of money and time. Some charts as Shewhart, CUSUM, and EWMA are common to monitor a pr…
One-sided Shewhart control charts for monitoring the ratio of two normal variables in Short Production Runs
K. D. Tran, Q. U. A Khaliq, A. A. Nadi +2
Monitoring the ratio of two normal random variables plays an important role in several manufacturing environments. For short production runs, however, the control charts assumed in…
A reinforcement learning based decision support system in textile manufacturing process
Zhenglei He, Kim Phuc Tran, Sébastien Thomassey +2
This paper introduced a reinforcement learning based decision support system in textile manufacturing process. A solution optimization problem of color fading ozonation is discusse…
Monitoring the Multivariate Coefficient of Variation using Run Rules Type Control Charts
P. H. Tran, A. C. Rakitzis, H. D. Nguyen +3
In practice, there are processes where the in-control mean and standard deviation of a quality characteristic is not stable. In such cases, the coefficient of variation (CV) is a m…