Three-level NPC inverter incipient fault detection and classification using output current statistical analysis

Mehdi Baghli; Claude Delpha; Demba Diallo; Abdelhamid Hallouche; David Mba; Tianzhen Wang

doi:10.3390/en12071372

Three-level NPC inverter incipient fault detection and classification using output current statistical analysis

Mehdi Baghli
, Claude Delpha
, Demba Diallo^*
, Abdelhamid Hallouche
, David Mba
, Tianzhen Wang

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

19 Citations (SciVal)

Original language	English
Article number	Y
Journal	Energies
Volume	12
Issue number	7
DOIs	https://doi.org/10.3390/en12071372
Publication status	Published (VoR) - 2019

Keywords

Cumulated sum (CUSUM)
Incipient fault detection and diagnosis (FDD)
Intermittent fault monitoring
Kullback-leibler divergence (KLD)
Open switch fault (OSF)
Principal component analysis (PCA)
Three-level neutral point clamped (NPC) inverter

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10.3390/en12071372

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title = "Three-level NPC inverter incipient fault detection and classification using output current statistical analysis",

keywords = "Cumulated sum (CUSUM), Incipient fault detection and diagnosis (FDD), Intermittent fault monitoring, Kullback-leibler divergence (KLD), Open switch fault (OSF), Principal component analysis (PCA), Three-level neutral point clamped (NPC) inverter",

author = "Mehdi Baghli and Claude Delpha and Demba Diallo and Abdelhamid Hallouche and David Mba and Tianzhen Wang",

note = "Publisher Copyright: {\textcopyright} 2019 by the authors.",

year = "2019",

doi = "10.3390/en12071372",

language = "English",

volume = "12",

journal = "Energies",

issn = "1996-1073",

publisher = "MDPI",

number = "7",

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TY - JOUR

T1 - Three-level NPC inverter incipient fault detection and classification using output current statistical analysis

AU - Baghli, Mehdi

AU - Delpha, Claude

AU - Diallo, Demba

AU - Hallouche, Abdelhamid

AU - Mba, David

AU - Wang, Tianzhen

PY - 2019

Y1 - 2019

KW - Cumulated sum (CUSUM)

KW - Incipient fault detection and diagnosis (FDD)

KW - Intermittent fault monitoring

KW - Kullback-leibler divergence (KLD)

KW - Open switch fault (OSF)

KW - Principal component analysis (PCA)

KW - Three-level neutral point clamped (NPC) inverter

UR - https://www.scopus.com/pages/publications/85065476282

UR - https://www.scopus.com/pages/publications/85065476282#tab=citedBy

U2 - 10.3390/en12071372

DO - 10.3390/en12071372

M3 - Article

AN - SCOPUS:85065476282

SN - 1996-1073

VL - 12

JO - Energies

JF - Energies

IS - 7

M1 - Y

ER -

Three-level NPC inverter incipient fault detection and classification using output current statistical analysis

Keywords

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