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Applied Mathematics and Nonlinear Sciences
Volume 9 (2024): Issue 1 (January 2024)
Open Access
Research on neural network-based fault diagnosis and prediction method for power communication equipment
Guang Yang
Guang Yang
School of Network and Communication, Nanjing Vocational College of Information Technology
Nanjing, China
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Yang, Guang
and
Hong Gu
Hong Gu
School of Electronic and Optical Engineering, Nanjing University of Science and Technology
Nanjing, China
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Gu, Hong
Dec 13, 2023
Applied Mathematics and Nonlinear Sciences
Volume 9 (2024): Issue 1 (January 2024)
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Published Online:
Dec 13, 2023
Received:
Feb 19, 2023
Accepted:
Jun 23, 2023
DOI:
https://doi.org/10.2478/amns.2023.2.01457
Keywords
BERT-BiGRU-CRF
,
WBLA algorithm
,
TFIDF-COS algorithm
,
Knowledge graph
,
Equipment fault diagnosis
© 2023 Guang Yang et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.