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

fYear

2008

fDate

1-3 Sept. 2008

Firstpage

2248

Lastpage

2253

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;

fLanguage

English

Publisher

ieee

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

Type

conf

DOI

10.1109/EPEPEMC.2008.4635598

Filename

4635598