Remaining useful life of power transformers using efficient surrogates and deep learning techniques

Lila Achour; Sebastian Rodriguez; Paul Henri Langlois; Fikri Hafid; Chady Ghnatios; Xavier Kestelyn; Francisco Chinesta

doi:10.1186/s40323-026-00329-6

Remaining useful life of power transformers using efficient surrogates and deep learning techniques

Lila Achour
, Sebastian Rodriguez
, Paul Henri Langlois
, Fikri Hafid
, Chady Ghnatios
, Xavier Kestelyn
, Francisco Chinesta

School of Engineering

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

Original language	English
Article number	9
Journal	Advanced Modeling and Simulation in Engineering Sciences
Volume	13
Issue number	1
DOIs	https://doi.org/10.1186/s40323-026-00329-6
State	Published - Dec 2026

ASJC Scopus Subject Areas

Modeling and Simulation
Engineering (miscellaneous)
Computer Science Applications
Applied Mathematics

Keywords

Degradation law
Model-order reduction
Power transformer
Remaining useful life

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10.1186/s40323-026-00329-6

Cite this

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title = "Remaining useful life of power transformers using efficient surrogates and deep learning techniques",

keywords = "Degradation law, Model-order reduction, Power transformer, Remaining useful life",

author = "Lila Achour and Sebastian Rodriguez and Langlois, \{Paul Henri\} and Fikri Hafid and Chady Ghnatios and Xavier Kestelyn and Francisco Chinesta",

note = "Publisher Copyright: {\textcopyright} The Author(s) 2026.",

year = "2026",

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doi = "10.1186/s40323-026-00329-6",

language = "English",

volume = "13",

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T1 - Remaining useful life of power transformers using efficient surrogates and deep learning techniques

AU - Achour, Lila

AU - Rodriguez, Sebastian

AU - Langlois, Paul Henri

AU - Hafid, Fikri

AU - Ghnatios, Chady

AU - Kestelyn, Xavier

AU - Chinesta, Francisco

N1 - Publisher Copyright: © The Author(s) 2026.

PY - 2026/12

Y1 - 2026/12

KW - Degradation law

KW - Model-order reduction

KW - Power transformer

KW - Remaining useful life

UR - https://www.scopus.com/pages/publications/105041837193

UR - https://www.scopus.com/pages/publications/105041837193#tab=citedBy

U2 - 10.1186/s40323-026-00329-6

DO - 10.1186/s40323-026-00329-6

M3 - Article

AN - SCOPUS:105041837193

VL - 13

JO - Advanced Modeling and Simulation in Engineering Sciences

JF - Advanced Modeling and Simulation in Engineering Sciences

IS - 1

M1 - 9

ER -

Remaining useful life of power transformers using efficient surrogates and deep learning techniques

ASJC Scopus Subject Areas

Keywords

Access to Document

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