Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems

Enhanced PSO-Based NN for Failures Detection in Uncertain Wind Energy Systems

Ensuring the validity of measurements in wind energy systems (WES) is a challenging task in system diagnosis and data validation. This work, therefore, elaborates on the development of new approaches aimed at improving the operation of WES by developing intelligent and innovative fault diagnosis fra...

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Bibliographic Details
Main Authors: Khaled Dhibi, Majdi Mansouri, Mohamed Trabelsi, Kamaleldin Abodayeh, Kais Bouzrara, Hazem Nounou, Mohamed Nounou
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Uncertainties
interval-valued data
wind energy systems
particle swarm optimization (PSO)
neural network (NN)
feature selection
Online Access:https://ieeexplore.ieee.org/document/10044085/

Internet

https://ieeexplore.ieee.org/document/10044085/

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