Condition monitoring and failure prognosis of IGBT inverters based on on-line characterization

Andrew Babel; Annette Muetze; Roland Seebacher; Klaus Krischan; Elias G. Strangas

doi:10.1109/ECCE.2014.6953816

Condition monitoring and failure prognosis of IGBT inverters based on on-line characterization

Andrew Babel, Annette Muetze, Roland Seebacher, Klaus Krischan, Elias G. Strangas

Institut für Elektrische Antriebe und Leistungselektronische Systeme (4310)

Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

Abstract

An inverter characterization technique is used to improve inverter fault diagnosis and prognosis techniques with the demonstrative bond wire lift-off fault. Knowledge of the nonlinear voltage-current characteristic of each inverter device is used to achieve these improvements. Three contributions are made in this paper to the field of inverter condition monitoring by using the characterization technique: use of the inverter device characteristics to improve a classifier-based diagnostic technique, direct use of the device characteristics for diagnosis, and improving the calculation of remaining useful life with the device characteristics. The diagnostic method improvements are verified experimentally by adding resistances to create an artificial fault. Thermal and electrical simulations are used to demonstrate the improvements made to the prognostic method.

Originalsprache	englisch
Titel	2014 IEEE Energy Conversion Congress and Exposition, ECCE 2014
Herausgeber (Verlag)	Institute of Electrical and Electronics Engineers
Seiten	3059-3066
Seitenumfang	8
ISBN (elektronisch)	9781479956982
DOIs	https://doi.org/10.1109/ECCE.2014.6953816
Publikationsstatus	Veröffentlicht - 11 Nov. 2014
Veranstaltung	IEEE Energy Conversion Congress and Exposition - , USA / Vereinigte Staaten Dauer: 14 Sept. 2014 → 18 Sept. 2014

Konferenz

Konferenz	IEEE Energy Conversion Congress and Exposition
Land/Gebiet	USA / Vereinigte Staaten
Zeitraum	14/09/14 → 18/09/14

ASJC Scopus subject areas

Feuerungstechnik
Energieanlagenbau und Kraftwerkstechnik

Fields of Expertise

Sustainable Systems

Treatment code (Nähere Zuordnung)

Theoretical
Experimental

Zugriff auf Dokument

10.1109/ECCE.2014.6953816

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http://www.scopus.com/inward/record.url?scp=84934312412&partnerID=8YFLogxK

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Condition monitoring and failure prognosis of IGBT inverters based on on-line characterization. / Babel, Andrew; Muetze, Annette ; Seebacher, Roland et al.
2014 IEEE Energy Conversion Congress and Exposition, ECCE 2014. Institute of Electrical and Electronics Engineers, 2014. S. 3059-3066 6953816.

Publikation: Beitrag in Buch/Bericht/Konferenzband › Beitrag in einem Konferenzband › Begutachtung

Babel, A, Muetze, A , Seebacher, R , Krischan, K & Strangas, EG 2014, Condition monitoring and failure prognosis of IGBT inverters based on on-line characterization. in 2014 IEEE Energy Conversion Congress and Exposition, ECCE 2014., 6953816, Institute of Electrical and Electronics Engineers, S. 3059-3066, IEEE Energy Conversion Congress and Exposition, USA / Vereinigte Staaten, 14/09/14. https://doi.org/10.1109/ECCE.2014.6953816

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title = "Condition monitoring and failure prognosis of IGBT inverters based on on-line characterization",

abstract = "An inverter characterization technique is used to improve inverter fault diagnosis and prognosis techniques with the demonstrative bond wire lift-off fault. Knowledge of the nonlinear voltage-current characteristic of each inverter device is used to achieve these improvements. Three contributions are made in this paper to the field of inverter condition monitoring by using the characterization technique: use of the inverter device characteristics to improve a classifier-based diagnostic technique, direct use of the device characteristics for diagnosis, and improving the calculation of remaining useful life with the device characteristics. The diagnostic method improvements are verified experimentally by adding resistances to create an artificial fault. Thermal and electrical simulations are used to demonstrate the improvements made to the prognostic method.",

author = "Andrew Babel and Annette Muetze and Roland Seebacher and Klaus Krischan and Strangas, {Elias G.}",

year = "2014",

month = nov,

day = "11",

doi = "10.1109/ECCE.2014.6953816",

language = "English",

pages = "3059--3066",

booktitle = "2014 IEEE Energy Conversion Congress and Exposition, ECCE 2014",

publisher = "Institute of Electrical and Electronics Engineers",

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note = "IEEE Energy Conversion Congress and Exposition ; Conference date: 14-09-2014 Through 18-09-2014",

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T1 - Condition monitoring and failure prognosis of IGBT inverters based on on-line characterization

AU - Babel, Andrew

AU - Muetze, Annette

AU - Seebacher, Roland

AU - Krischan, Klaus

AU - Strangas, Elias G.

PY - 2014/11/11

Y1 - 2014/11/11

N2 - An inverter characterization technique is used to improve inverter fault diagnosis and prognosis techniques with the demonstrative bond wire lift-off fault. Knowledge of the nonlinear voltage-current characteristic of each inverter device is used to achieve these improvements. Three contributions are made in this paper to the field of inverter condition monitoring by using the characterization technique: use of the inverter device characteristics to improve a classifier-based diagnostic technique, direct use of the device characteristics for diagnosis, and improving the calculation of remaining useful life with the device characteristics. The diagnostic method improvements are verified experimentally by adding resistances to create an artificial fault. Thermal and electrical simulations are used to demonstrate the improvements made to the prognostic method.

AB - An inverter characterization technique is used to improve inverter fault diagnosis and prognosis techniques with the demonstrative bond wire lift-off fault. Knowledge of the nonlinear voltage-current characteristic of each inverter device is used to achieve these improvements. Three contributions are made in this paper to the field of inverter condition monitoring by using the characterization technique: use of the inverter device characteristics to improve a classifier-based diagnostic technique, direct use of the device characteristics for diagnosis, and improving the calculation of remaining useful life with the device characteristics. The diagnostic method improvements are verified experimentally by adding resistances to create an artificial fault. Thermal and electrical simulations are used to demonstrate the improvements made to the prognostic method.

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U2 - 10.1109/ECCE.2014.6953816

DO - 10.1109/ECCE.2014.6953816

M3 - Conference paper

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EP - 3066

BT - 2014 IEEE Energy Conversion Congress and Exposition, ECCE 2014

PB - Institute of Electrical and Electronics Engineers

T2 - IEEE Energy Conversion Congress and Exposition

Y2 - 14 September 2014 through 18 September 2014

ER -

Condition monitoring and failure prognosis of IGBT inverters based on on-line characterization

Abstract

Konferenz

ASJC Scopus subject areas

Fields of Expertise

Treatment code (Nähere Zuordnung)

Zugriff auf Dokument

Andere Dateien und Links

Fingerprint

Dieses zitieren