Bearing Fault Diagnosis Based on IPOA-VMD and SSA-HKELM

This study presents a novel fault diagnosis approach for rolling bearings that integrates the Improved Pelican Optimization Algorithm (IPOA) for optimizing Variational Mode Decomposition (VMD) and the Sparrow Search Algorithm (SSA) for optimizing the Hybrid Kernel Extreme Learning Machine (HKELM). T...

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Bibliografske podrobnosti

Principais autores:	Baoxian Chang, Xing Zhao, Dawei Guo, Siyu Zhao, Jiyou Fei, Hua Li, Xiaodong Liu
Format:	Artigo
Jezik:	Inglês
Izdano:	IEEE 2024-01-01
Serija:	IEEE Access
Teme:	Pelican optimization algorithm variational mode decomposition sparrow search algorithm hybrid kernel extreme learning machine
Online dostop:	https://ieeexplore.ieee.org/document/10792661/
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