Hybrid Machine Learning Chain for Manufacturing Time Estimation Across Multiple Product Families

Authors: Le Vi Nhan Tam Tran, Abdourahim Sylla, Bruno Agard

Source: IFAC-PapersOnLine. 59:2814-2819

Subject Terms: Industrial Vision Systems and Defect Detection, Anomaly Detection Techniques and Applications, Artificial Intelligence, Statistics, Probability and Uncertainty, Industrial and Manufacturing Engineering, Advanced Statistical Process Monitoring

Optimal buffer sizes and inspection station positions in unreliable non-homogeneous production lines

Authors: Fatima Zahra Mhada, Mohamed Ouzineb, Issmail El Hallaoui

Source: Kuwait Journal of Science. 53:100543

Subject Terms: Risk, Reliability and Quality, Statistics, Probability and Uncertainty, Safety, Advanced Queuing Theory Analysis, Reliability and Maintenance Optimization, Advanced Statistical Process Monitoring, Management Information Systems

Predictive modeling for quality prediction in multi-stage manufacturing systems using artificial intelligence

Authors: Luis Fernando Agredano Gonzalez, Soumaya Yacout

Source: Machine Learning with Applications. 22:100754

Subject Terms: Industrial Vision Systems and Defect Detection, Manufacturing Process and Optimization, Statistics, Probability and Uncertainty, Industrial and Manufacturing Engineering, Advanced Statistical Process Monitoring

Access URL: https://publications.polymtl.ca/69117/
https://doi.org/10.1016/j.mlwa.2025.100754

Using control charts for parameter estimation of a homogeneous poisson process

Authors: Soumaya Yacout, Yusuo Chang

Source: Computers & Industrial Engineering. 31:269-271

Subject Terms: Fault Detection and Control Systems, Control and Systems Engineering, Statistics, Advanced Control Systems Optimization, Probability and Uncertainty, 0101 mathematics, 01 natural sciences, Advanced Statistical Process Monitoring