Title :
Development of an e-diagnostics system based on Web-services
Author :
Chia-He Chen ; Han-Pang Huang ; Sheng-Yen Lo
Author_Institution :
Nat. Taiwan Univ., Taipei, Taiwan
Abstract :
Remote diagnosis systems can improve internet technology by monitoring the equipment status; it increases availability of production and facility equipment, reduces Mean Time to Repair (MTTR), and depletes field service resources and costs. In this paper, we propose a prototype of remote diagnosis system with UML and data mining technique-support vector machine. We adopt UML to model and design the server-client system and provide data mining web services in XML. The preliminary tests show satisfactory results.
Keywords :
Unified Modeling Language; Web services; XML; client-server systems; data mining; fault diagnosis; maintenance engineering; production engineering computing; production equipment; support vector machines; Internet technology; MTTR; UML; XML; data mining Web services; data mining technique; e-diagnostics system; equipment status monitoring; extensible markup language; facility equipment; field service resources; mean time to repair; production equipment; remote diagnosis system; server-client system; support vector machine; Data mining; Optimization; Support vector machines; Training; Web services; XML;
Conference_Titel :
Automation Science and Engineering (CASE), 2014 IEEE International Conference on
Conference_Location :
Taipei
DOI :
10.1109/CoASE.2014.6899402
