Title :
Development of an expert system for identification, commissioning and monitoring of drives
Author :
Pacas, Mario ; Villwock, Sebastian
Author_Institution :
Inst. of Power Electron. & Electr. Drives, Univ. of Siegen, Siegen
Abstract :
The present paper deals with identification methods for the automatic commissioning and condition monitoring of electrical drives. This works is considered as a contribution to the development of expert systems, taking into account parameter fitting, backlash detection and the diagnosis of rolling bearing faults. The basic method is the measurement of the frequency response of the mechanical system of the drive.
Keywords :
condition monitoring; electric drives; expert systems; fault diagnosis; frequency response; mechanical engineering computing; rolling bearings; backlash detection; condition monitoring; electrical drive commissioning; electrical drive identification; expert system development; frequency response measurement; parameter-fitting; rolling bearing fault diagnosis; Condition monitoring; Diagnostic expert systems; Electrical fault detection; Expert systems; Fault diagnosis; Frequency measurement; Frequency response; Mechanical systems; Mechanical variables measurement; Rolling bearings; Bearings; Drives; Fault Diagnosis; Frequency Response; Mechanical System; Mechatronics; Modeling; Signal Processing; System Identification;
Conference_Titel :
Power Electronics and Motion Control Conference, 2008. EPE-PEMC 2008. 13th
Conference_Location :
Poznan
Print_ISBN :
978-1-4244-1741-4
Electronic_ISBN :
978-1-4244-1742-1
DOI :
10.1109/EPEPEMC.2008.4635598
