A systematic review on machine learning methods for root cause analysis towards zero-defect manufacturing

K Papageorgiou, T Theodosiou, A Rapti… - Frontiers in …, 2022 - frontiersin.org
The identification of defect causes plays a key role in smart manufacturing as it can reduce
production risks, minimize the effects of unexpected downtimes, and optimize the production …

Data-Driven Root-Cause Analysis in the Scope of Continuous Improvement Projects

H Botelho, P Peças, D Jorge, J Mcleod… - … on Advances in …, 2024 - Springer
Lean Manufacturing is widely recognized as a prominent methodology for implementing
Continuous Improvement (CI) in industrial settings. Root Cause Analysis (RCA) plays a vital …