Neural Networks: Theoretical Foundations and Analysis
Neural Networks: Theoretical Foundations and Analysis
Expert Systems - Theory and Applications: Proceedings IASTED Symposium, Geneva, Switzerland, June 16-18, 1987
Expert Systems with Applications: An International Journal
Neural classifiers and statistical pattern recognition: applications for currently established links
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Implementation of web-based fault diagnosis using improved fuzzy Petri nets
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
On-line adaptive clustering for process monitoring and fault detection
Expert Systems with Applications: An International Journal
Expert condition monitoring on hydrostatic self-levitating bearings
Expert Systems with Applications: An International Journal
| Hi-index | 12.05 |
Faults during dredging process often caused serious damages on dredging system. High maintenance costs and prolonged fault recovering process often make dredging production and profit low. An online fault diagnosis and prevention expert system that is aimed to prevent fault occurrence and to quicken the recovering process is introduced in this paper. For the complexity of fault judging and prevention process and frequently varying dynamics of dredging operations, hybrid structure and inference process are adopted in the expert system. ANNs are introduced to adapt the varying system dynamics and to predict system state. Designed expert application is also featured by online fault prevention and recovering decisions. Preliminary test has been carried out in actual engineering project and results of performance evaluation experiment are also introduced.