DocumentCode :
3057503
Title :
Development of a virtual environment for fault diagnosis in rotary machinery
Author :
Walker, Kimberly J. ; Shirkhodaie, Amir
Author_Institution :
Intelligent Manuf. Res. Lab., Tennessee State Univ., Nashville, TN, USA
fYear :
2001
fDate :
36951
Firstpage :
99
Lastpage :
103
Abstract :
Component fault analysis is a very widely researched area and requires a great deal of knowledge and expertise to establish a consistent and accurate tool for analysis. This paper will discuss a virtual diagnostic tool for fault detection of rotary machinery. The diagnostic tool has been developed using FMCELL software, which provides a 3D graphical visualization environment to modeling rotary machinery with virtual data acquisition capabilities. The developed diagnostic tool provides a virtual testbed with suitable graphical user interfaces for rapid diagnostic fault analysis of machinery. In this paper, we will discuss details of this newly developed virtual diagnostic model using FMCELL software and present our approach for diagnostics of a mechanical bearing test bed (TSU-BTB). Furthermore, we will provide some examples of how the virtual diagnostic environment can be used for performing machinery fault diagnostics. Using a frequency pattern matching superimposing technique, the model is proven to be able to detect primary faults in machines with fair accuracy and reliability
Keywords :
data acquisition; data visualisation; diagnostic expert systems; machine bearings; mechanical engineering computing; solid modelling; test facilities; 3D graphical visualization environment; FMCELL software; GUI; TSU-BTB; fault diagnosis; frequency pattern matching superimposing technique; graphical user interfaces; machinery fault analysis; machinery fault diagnostics; mechanical bearing test bed; rapid diagnostic fault analysis; rotary machinery; virtual data acquisition capabilities; Data acquisition; Data visualization; Fault detection; Fault diagnosis; Graphical user interfaces; Machinery; Mechanical bearings; Software tools; Testing; Virtual environment;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
System Theory, 2001. Proceedings of the 33rd Southeastern Symposium on
Conference_Location :
Athens, OH
Print_ISBN :
0-7803-6661-1
Type :
conf
DOI :
10.1109/SSST.2001.918499
Filename :
918499
Link To Document :
بازگشت