Hilbert-Huang Transform in Fault Detection

被引：10

作者：

German-Sallo, Zoltan ^{[1
]}

Grif, Horatiu Stefan ^{[1
]}

机构：

[1] Univ Med Pharm Sci & Technol Tirgu Mures, 38 Gherghe Marinescu St, Targu Mures 540139, Romania

来源：

12TH INTERNATIONAL CONFERENCE INTERDISCIPLINARITY IN ENGINEERING (INTER-ENG 2018) | 2019年 / 32卷

关键词：

Fault diagnosis; signal analysis; Hilbert-Huamg transform; instantaneous frequency; EMD METHOD; DIAGNOSIS; SPECTRUM;

D O I：

10.1016/j.promfg.2019.02.257

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

Failures of manufacturing systems represent a significant cost in both repairs and downtime. A considerable percentage of the maintenance cost is caused by unexpected drivetrain failures. This paper proposes a Hilbert-Huang transform (HHT)-based algorithm to effectively detect malfunctioning by revealing the instantaneous amplitude and frequency of nonlinear and nonstationary signals. The proposed algorithm is tested on synthetic signals created for this purpose. This paper presents the principles of this fault diagnosis method, results indicate that the proposed procedure can handle fault detection issues in manufacturing systems. (C) 2019 The Authors. Published by Elsevier Ltd.

引用

下载

页码：591 / 595

页数：5

共 50 条

[41] Wear detection in gear system using Hilbert-Huang transform
Li, Hui
Zhang, Yuping
Zheng, Haiqi
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2006, 20 (11) : 1781 - 1789
[42] Hilbert-Huang transform for detection and monitoring of crack in a transient rotor
Babu, T. Ramesh
Srikanth, S.
Sekhar, A. S.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2008, 22 (04) : 905 - 914
[43] Wear detection in gear system using Hilbert-Huang transform
Hui Li
Yuping Zhang
Haiqi Zheng
Journal of Mechanical Science and Technology, 2006, 20 : 1781 - 1789
[44] Structural damage detection based on improved Hilbert-Huang transform
Ren, Yi-Chun
Weng, Pu
Zhendong yu Chongji/Journal of Vibration and Shock, 2015, 34 (18): : 195 - 199
[45] Current-Based Fault Detection for Wind Turbine Systems via Hilbert-Huang Transform
Lu, Dingguo
Qiao, Wei
Gong, Xiang
Qu, Liyan
2013 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PES), 2013,
[46] Application of Hilbert-Huang Transform to Fault Feature Extraction of Offshore Platforms
Dou, Chunhong
APPLIED INFORMATICS AND COMMUNICATION, PT I, 2011, 224 : 74 - 78
[47] WHEEZE DETECTION IN THE RESPIRATORY SOUNDS USING HILBERT-HUANG TRANSFORM
Sayli, Omer
2014 22ND SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2014, : 2194 - 2197
[48] Detection of the Third Heart Sound Using Hilbert-Huang Transform
Tseng, Y. L.
Lin, K. S.
Ko, P. Y.
Jaw, F. -S.
WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, VOL 25, PT 4: IMAGE PROCESSING, BIOSIGNAL PROCESSING, MODELLING AND SIMULATION, BIOMECHANICS, 2010, 25 : 1811 - 1813
[49] Research on Pipeline Leak Detection Based on Hilbert-Huang Transform
Zhang Shuqing
Gao Tianye
Han Xu
Jia Jian
Wang Zhongdong
2009 INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENT TECHNOLOGY, VOL 3, PROCEEDINGS, 2009, : 500 - 503
[50] Structural damage detection using the Hilbert-Huang transform method
Qu, Wenzhong
Chen, Mingxiang
Zeng, Youlin
Jiang, Yinjun
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON HEALTH MONITORING OF STRUCTURE, MATERIALS AND ENVIRONMENT, VOLS 1 AND 2, 2007, : 293 - 298

← 1 2 3 4 5 →