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Diagnosis of Discrete Event Systems under Temporal Constraints Using Neural Network
- Source :
- International Journal of Engineering Research in Africa. 49:198-205
- Publication Year :
- 2020
- Publisher :
- Trans Tech Publications, Ltd., 2020.
-
Abstract
- The good functioning of a discrete event system is related to how much the temporal constraints are respected. This paper gives a new approach, based on a statistical model and neural network, that allows the verification of temporal constraints in DES. We will perform an online temporal constraint checking which can detect in real time any abnormal functioning related to the violation of a temporal constraint. In the first phase, the construction of temporal constraints from statistical model is shown and after that neural networks are involved in dealing with the online temporal constraint checking.
- Subjects :
- 0209 industrial biotechnology
020901 industrial engineering & automation
Artificial neural network
Discrete event system
Computer science
Event (relativity)
020208 electrical & electronic engineering
Real-time computing
0202 electrical engineering, electronic engineering, information engineering
02 engineering and technology
Subjects
Details
- ISSN :
- 16634144
- Volume :
- 49
- Database :
- OpenAIRE
- Journal :
- International Journal of Engineering Research in Africa
- Accession number :
- edsair.doi...........efe1e61ade6aa630ac545abea12346d5