A model-based method for an online diagnostic knowledge-based system

Citation
C. Angeli et D. Atherton, A model-based method for an online diagnostic knowledge-based system, EXPERT SYS, 18(3), 2001, pp. 150-158
Citations number
21
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
EXPERT SYSTEMS
ISSN journal
02664720 → ACNP
Volume
18
Issue
3
Year of publication
2001
Pages
150 - 158
Database
ISI
SICI code
0266-4720(200107)18:3<150:AMMFAO>2.0.ZU;2-P
Abstract
Fault diagnosis is very important for modern production technology and has received increasing theoretical and practical attention during the last few years. This paper presents a model-based diagnostic method for industrial systems. An online, real-time, deep knowledge based fault detection system has been developed by combining different development environments and tool s. The system diagnoses, predicts and compensates faults by coupling symbol ic and numerical data in a new environment suitable for the interaction of different sources of knowledge and has been successfully implemented and te sted on a real hydraulic system.