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|Title:||Integrated condition monitoring and fault diagnosis for modern manufacturing systems|
|Citation:||Zhou, Z.D.,Chen, Y.P.,Fuh, J.Y.H.,Nee, A.Y.C. (2000). Integrated condition monitoring and fault diagnosis for modern manufacturing systems. CIRP Annals - Manufacturing Technology 49 (1) : 387-390. ScholarBank@NUS Repository.|
|Abstract:||A multi-sensor and multi-parameter condition monitoring and fault diagnosis system is designed and implemented for modern manufacturing systems, such as flexible manufacturing cells and systems. The overall hardware and software designs of this system, together with the functional sub-systems, are presented. This implemented system monitors power, vibration, temperature and pressure of the drives and spindles with a total of 72 diagnostic features and uses a cost-weighted function to identify diagnostic solutions with the lowest cost. Condition monitoring, data acquisition, knowledge acquisition and representation, as well as the diagnostic reasoning strategy of the knowledge-base system are presented in detail. The system was implemented and tested in a textile plant with satisfactory results.|
|Source Title:||CIRP Annals - Manufacturing Technology|
|Appears in Collections:||Staff Publications|
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