Research on fault identification method based on multi-resolution permutation entropy and ABC-SVM

Research on fault identification method based on multi-resolution permutation entropy and ABC-SVM

Aiming at the difficulty of pipeline blockage fault identification, a fault identification method based on multiresolution permutation entropy and artificial bee colony (ABC) algorithm optimized support vector machine (SVM) is proposed. Firstly, the acoustic active detection method is used to collec...

Full description

Bibliographic Details
Main Authors: Jingzong Yang, Tianqing Yang, Chunchao Shi
Format: Article
Language:English
Published: Tamkang University Press 2022-02-01
Series:Journal of Applied Science and Engineering
Subjects:
multiresolution analysis
permutation entropy
support vector machine
pipeline
blockage
fault identification
Online Access:http://jase.tku.edu.tw/articles/jase-202208-25-4-0018

Internet

http://jase.tku.edu.tw/articles/jase-202208-25-4-0018

Similar Items