Title :
Laboratory equipment management and failure prediction system based on Web Service
Author :
Jie, Wang ; Yu, Zeng
Author_Institution :
Sch. of Manage., Capital Normal Univ., Beijing, China
Abstract :
In this paper, we design and realize a laboratory equipment management and failure prediction system based on Web Service. We use decision tree and time series algorithm to provide users with effective decision support and failure prediction of laboratory equipment. Our prediction modules and equipment management modules can increase the management flexibility greatly. This system can also be applied to different equipment management environment. The improved system can be further promoted to be used in colleges, universities and other units.
Keywords :
Web services; decision trees; educational technology; equipment evaluation; laboratories; time series; Web service; decision tree; effective decision support; failure prediction system; laboratory equipment management; management flexibility; time series algorithm; Web services; decision support; failure prediction; laboratory equipment management;
Conference_Titel :
Software Engineering and Service Science (ICSESS), 2012 IEEE 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2007-8
DOI :
10.1109/ICSESS.2012.6269506