Short circuit fault detection in PMSM by means of empirical mode decomposition (EMD) and wigner ville distribution (WVD)

J. Rosero; L. Romeral; J. A. Ortega; E. Rosero

doi:10.1109/APEC.2008.4522706

Short circuit fault detection in PMSM by means of empirical mode decomposition (EMD) and wigner ville distribution (WVD)

J. Rosero^*
, L. Romeral
, J. A. Ortega
, E. Rosero

^*Autor correspondiente de este trabajo

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

22 Citas (Scopus)

Resumen

This paper presents and analyzes short circuit failures for Permanent Magnet Synchronous Motor (PMSM). The study includes stable condition and speed transients in simulation and realistic experimental conditions. The stator current is analyzed by the empirical mode decomposition (EMD) method, which will generate a collection of intrinsic mode functions (IMF). Finally, the Hilbert-Huang transform (HHT) is used to compute the instantaneous frequencies resulting from the IMFs obtained from the stator currents. Moreover, the IMF 1 and IMF 2 have been analyzed by means of Wigner Ville distribution (WVD). Experimental laboratory results validate the analysis and demonstrate that this kind of time-frequency analysis can be applied to detect and identify short circuit failures in synchronous machines.

Idioma original	Inglés
Título de la publicación alojada	2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC
Páginas	98-103
Número de páginas	6
DOI	https://doi.org/10.1109/APEC.2008.4522706
Estado	Publicada - 2008
Publicado de forma externa	Sí
Evento	2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC - Austin, TX, Estados Unidos Duración: 24 feb 2008 → 28 feb 2008

Serie de la publicación

Nombre	Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC

Conferencia

Conferencia	2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC
País/Territorio	Estados Unidos
Ciudad	Austin, TX
Período	24/02/08 → 28/02/08

ODS de las Naciones Unidas

Este resultado contribuye a los siguientes Objetivos de Desarrollo Sostenible

ODS 7: Energía asequible y no contaminante

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10.1109/APEC.2008.4522706

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Rosero, J., Romeral, L., Ortega, J. A., & Rosero, E. (2008). Short circuit fault detection in PMSM by means of empirical mode decomposition (EMD) and wigner ville distribution (WVD). En 2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC (pp. 98-103). Artículo 4522706 (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC). https://doi.org/10.1109/APEC.2008.4522706

@inproceedings{9ceffe9090cd4c078ad6b1921a349b1e,

title = "Short circuit fault detection in PMSM by means of empirical mode decomposition (EMD) and wigner ville distribution (WVD)",

abstract = "This paper presents and analyzes short circuit failures for Permanent Magnet Synchronous Motor (PMSM). The study includes stable condition and speed transients in simulation and realistic experimental conditions. The stator current is analyzed by the empirical mode decomposition (EMD) method, which will generate a collection of intrinsic mode functions (IMF). Finally, the Hilbert-Huang transform (HHT) is used to compute the instantaneous frequencies resulting from the IMFs obtained from the stator currents. Moreover, the IMF 1 and IMF 2 have been analyzed by means of Wigner Ville distribution (WVD). Experimental laboratory results validate the analysis and demonstrate that this kind of time-frequency analysis can be applied to detect and identify short circuit failures in synchronous machines.",

keywords = "EMD, Empirical mode decomposition, HHT, Hilbert Huang transform, IMF, Intrinsic mode functions, Motor fault, PMSM drive, Short circuit, Wigner Ville, WVD",

author = "J. Rosero and L. Romeral and Ortega, \{J. A.\} and E. Rosero",

year = "2008",

doi = "10.1109/APEC.2008.4522706",

language = "English",

isbn = "9781424418749",

series = "Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC",

pages = "98--103",

booktitle = "2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC",

note = "2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC ; Conference date: 24-02-2008 Through 28-02-2008",

}

Rosero, J, Romeral, L, Ortega, JA & Rosero, E 2008, Short circuit fault detection in PMSM by means of empirical mode decomposition (EMD) and wigner ville distribution (WVD). En 2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC., 4522706, Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC, pp. 98-103, 2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC, Austin, TX, Estados Unidos, 24/02/08. https://doi.org/10.1109/APEC.2008.4522706

Short circuit fault detection in PMSM by means of empirical mode decomposition (EMD) and wigner ville distribution (WVD). / Rosero, J.; Romeral, L.; Ortega, J. A. et al.
2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC. 2008. p. 98-103 4522706 (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución a la conferencia › revisión exhaustiva

TY - GEN

T1 - Short circuit fault detection in PMSM by means of empirical mode decomposition (EMD) and wigner ville distribution (WVD)

AU - Rosero, J.

AU - Romeral, L.

AU - Ortega, J. A.

AU - Rosero, E.

PY - 2008

Y1 - 2008

N2 - This paper presents and analyzes short circuit failures for Permanent Magnet Synchronous Motor (PMSM). The study includes stable condition and speed transients in simulation and realistic experimental conditions. The stator current is analyzed by the empirical mode decomposition (EMD) method, which will generate a collection of intrinsic mode functions (IMF). Finally, the Hilbert-Huang transform (HHT) is used to compute the instantaneous frequencies resulting from the IMFs obtained from the stator currents. Moreover, the IMF 1 and IMF 2 have been analyzed by means of Wigner Ville distribution (WVD). Experimental laboratory results validate the analysis and demonstrate that this kind of time-frequency analysis can be applied to detect and identify short circuit failures in synchronous machines.

AB - This paper presents and analyzes short circuit failures for Permanent Magnet Synchronous Motor (PMSM). The study includes stable condition and speed transients in simulation and realistic experimental conditions. The stator current is analyzed by the empirical mode decomposition (EMD) method, which will generate a collection of intrinsic mode functions (IMF). Finally, the Hilbert-Huang transform (HHT) is used to compute the instantaneous frequencies resulting from the IMFs obtained from the stator currents. Moreover, the IMF 1 and IMF 2 have been analyzed by means of Wigner Ville distribution (WVD). Experimental laboratory results validate the analysis and demonstrate that this kind of time-frequency analysis can be applied to detect and identify short circuit failures in synchronous machines.

KW - EMD

KW - Empirical mode decomposition

KW - HHT

KW - Hilbert Huang transform

KW - IMF

KW - Intrinsic mode functions

KW - Motor fault

KW - PMSM drive

KW - Short circuit

KW - Wigner Ville

KW - WVD

UR - https://www.scopus.com/pages/publications/49249098630

U2 - 10.1109/APEC.2008.4522706

DO - 10.1109/APEC.2008.4522706

M3 - Conference contribution

AN - SCOPUS:49249098630

SN - 9781424418749

T3 - Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC

SP - 98

EP - 103

BT - 2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC

T2 - 2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC

Y2 - 24 February 2008 through 28 February 2008

ER -

Rosero J, Romeral L, Ortega JA, Rosero E. Short circuit fault detection in PMSM by means of empirical mode decomposition (EMD) and wigner ville distribution (WVD). En 2008 23rd Annual IEEE Applied Power Electronics Conference and Exposition, APEC. 2008. p. 98-103. 4522706. (Conference Proceedings - IEEE Applied Power Electronics Conference and Exposition - APEC). doi: 10.1109/APEC.2008.4522706

Short circuit fault detection in PMSM by means of empirical mode decomposition (EMD) and wigner ville distribution (WVD)

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