Use a domain ontology to develop knowledge intensive CBR systems for fault diagnosis

N. Dendani, Med. Khadir, S. Guessoum, Badji Mokhtar
2012 2012 International Conference on Information Technology and e-Services  
The maintenance of industrial systems is crucial for productivity, products quality and supplied services. Numerous computer systems are therefore developed for the task and must, in most cases, collaborate with each other. In the light of this statement, our work aims at realizing a system which consists in gathering the knowledge and the know-how in the field of fault diagnosis for steam turbines, by the construction of domain ontology. In order to better exploit the ontology and reason using
more » ... its classes, sub-classes and instances a Case Based Reasoning (CBR) paradigm is chosen, as it offers an ideal solution for diagnostic of real application systems. The paper, therefore, presents a current work which has for objective to develop a CBR application for fault diagnosis based on ontology, by using the API JColibri.
doi:10.1109/icites.2012.6216660 fatcat:255ih7r4jzcvxj5zwtbfy3ouh4