A big data-driven root cause analysis system: Application of Machine Learning in quality problem solving

• Published in: Computers & industrial engineering Vol. 160; p. 107580
• Main Authors: Ma, Qiuping, Li, Hongyan, Thorstenson, Anders
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.10.2021
• Subjects: Data mining; Machine Learning; Multi-class classification; Neural Network; Quality management; Multi-class classification; Neural Network; Data mining; Machine Learning; Quality management

Root cause analysis for quality problem solving is critical to improve product quality performance and reduce the quality risk for manufacturers. Subjective conventional methods have been applied frequently in past decades. However, due to increasingly complex product and supply chain structures, di...