Fault Prediction Modeling for High-Impact Recorders Based on IPSO-SVM

The challenge in reusing high-impact recorders lies in developing an efficient and accurate failure prediction model under small-sample conditions. To address this issue, this study proposes an IPSO-SVM model. First, the particle swarms in the IPSO algorithm were grouped based on their exploration a...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Linyu Li, Wenbin You, Yonghong Ding
Format:	Article
Language:	English
Published:	MDPI AG 2025-01-01
Subjects:	fault prediction high-impact recorder particle swarm optimization algorithm (PSO) support vector machine (SVM)
Online Access:	https://www.mdpi.com/2076-3417/15/3/1343