A Particle Swarm Optimization-Based Ensemble Broad Learning System for Intelligent Fault Diagnosis in Safety-Critical Energy Systems with High-Dimensional Small Samples

A Particle Swarm Optimization-Based Ensemble Broad Learning System for Intelligent Fault Diagnosis in Safety-Critical Energy Systems with High-Dimensional Small Samples

Intelligent fault diagnosis (IFD) plays a crucial role in reducing maintenance costs and enhancing the reliability of safety-critical energy systems (SCESs). In recent years, deep learning-based IFD methods have achieved high fault diagnosis accuracy extracting implicit higher-order correlations bet...

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Bibliographic Details
Main Authors: Jiasheng Yan, Yang Sui, Tao Dai
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Mathematics
Subjects:
safety-critical energy systems
intelligent fault diagnosis
ensemble broad learning system
random forest
particle swarm optimization
Online Access:https://www.mdpi.com/2227-7390/13/5/797
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