A novel decentralized detection framework for quality-related faults in manufacturing industrial processes

• Published in: Neurocomputing (Amsterdam) Vol. 428; pp. 30 - 41
• Main Authors: Ma, Liang, Dong, Jie, Hu, Changjun, Peng, Kaixiang
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 07.03.2021
• Subjects: Decentralized fault detection; Manufacturing industrial processes; Mixed kernel function; mRMR; Quality-related; mRMR; Mixed kernel function; Decentralized fault detection; Manufacturing industrial processes; Quality-related
• ISSN: 0925-2312; 1872-8286
• DOI: 10.1016/j.neucom.2020.11.045

Quality-related fault detection is the key subject under process monitoring and fault diagnosis (PM-FD) framework, which is an effective mean to guarantee safety production and obtain reliable product quality, and thus, has recently become active areas of process control fields. In this paper, a nov...