Fault diagnosis of power converters in PMSG-based wind energy conversion system using capsule network and bidirectional long short-term memory.

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Bibliographic Details
Title: Fault diagnosis of power converters in PMSG-based wind energy conversion system using capsule network and bidirectional long short-term memory.
Authors: Belgacem, Ahmed Mesai1 (AUTHOR) ahmed.mesaibelgacem@univ-jijel.dz, Hadef, Mounir1 (AUTHOR) mounir.hadef@univ-jijel.dz, Djerdir, Abdesslem2 (AUTHOR) abdesslem.djerdir@utbm.fr, Bekakra, Youcef3 (AUTHOR) youcef-bekakra@univ-eloued.dz, Ali, Enas4 (AUTHOR) ali.enas1975@gmail.com, Elsayed, Salah K.5 (AUTHOR) sabdelhamid@tu.edu.sa, Ghoneim, Sherif S. M.5 (AUTHOR) s.ghoneim@tu.edu.sa, Abdelwahab, Saad A. Mohamed6 (AUTHOR) saad.abdelwahab@suezuniv.edu.eg
Source: Electrical Engineering. Sep2025, Vol. 107 Issue 9, p11703-11723. 21p.
Database: Academic Search Ultimate
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ISSN:09487921
DOI:10.1007/s00202-025-03116-5