A New Support Vector Regression Model for Equipment Health Diagnosis with Small Sample Data Missing and Its Application

Actually, it is difficult to obtain a large number of sample data due to equipment failure, and small sample data may also be missing. This paper proposes a novel small sample data missing filling method based on support vector regression (SVR) and genetic algorithm (GA) to improve equipment health...

Full description

Saved in:
Bibliographic Details
Main Authors: Qinming Liu, Wenyi Liu, Jiajian Mei, Guojin Si, Tangbin Xia, Jiarui Quan
Format: Article
Language:English
Published: Wiley 2021-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2021/6675078
Tags: Add Tag
No Tags, Be the first to tag this record!