Posts tagged with: fault diagnosis

Object Shape Error Response using Bayesian 3D Convolutional Neural Networks for Assembly Systems with Compliant Parts

Authors: Sumit Sinha, Pasquale Franciosa and Dariusz Ceglarek from University of Warwick, U.K.
The article contributes to the overall initiative driving zero-defect manufacturing strategy by accelerating the development of in-process quality improvement capabilities, specifically Root Cause Analysis (RCA) of quality (6-sigma) defects in multi-station assembly systems. …

Performance Supervised Plant-Wide Process Monitoring in Industry 4.0: A Roadmap

Authors: Yuchen Jiang, Shen Yin, Okyay Kaynak
Extended Abstract:
The intensive research and development (R&D) efforts directed towards large-scale complex industrial systems in the context of Industry 4.0 indicate that safety and reliability issues pose significant challenges. During online operation, system performance degradation will lead, not …