DocumentCode :
804870
Title :
PD pulse sequence analysis and its relevance for on-site PD defect identification and evaluation
Author :
Kranz, Hans-Gerd
Author_Institution :
Laboratorium fiir Hochspannungstechnik, Bergische Univ., Wuppertal, Germany
Volume :
12
Issue :
2
fYear :
2005
fDate :
4/1/2005 12:00:00 AM
Firstpage :
276
Lastpage :
284
Abstract :
Digital partial discharge (PD) diagnosis has become a state of the art, but computer aided procedures based on pattern recognition principles are negatively effected by on-site disturbances. The benefits and limits of expert diagnosis compared to machine intelligent systems are discussed. It is pointed out that a sufficient noise resistivity and test voltage independency of the diagnosis concept is a must for a successful on-site PD defect identification and evaluation. Experimental results are presented, taken into account especially novel evaluation procedures, which are more independent from the applied PD sensors. It is shown that PD defect identification on site at operating voltages and respectively disturbed data is still a challenge. A method of resolution with an intelligent noise resistant diagnosis concept is discussed. A hierarchical and redundant approach is presented, which improves the on site PD source identification as well as on-site risk assessment.
Keywords :
artificial intelligence; fault diagnosis; partial discharge measurement; pattern recognition; power engineering computing; risk management; PD defect identification; PD pulse sequence analysis; PD sensors; computer aided procedures; diagnosis concept; digital partial discharge diagnosis; hierarchical approach; intelligent noise resistant diagnosis; machine intelligent systems; noise resistivity; on-site disturbances; on-site risk assessment; pattern recognition principles; redundant approach; Aging; Current measurement; Gas insulation; IEC standards; Intelligent sensors; Laboratories; Partial discharges; Pattern recognition; Risk management; Voltage;
fLanguage :
English
Journal_Title :
Dielectrics and Electrical Insulation, IEEE Transactions on
Publisher :
ieee
ISSN :
1070-9878
Type :
jour
DOI :
10.1109/TDEI.2005.1430397
Filename :
1430397
Link To Document :
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