A cutter tool monitoring in machining process using Hilbert-Huang transform

被引：65
|
作者：
Kalvoda, Tomas [1 ]
Hwang, Yean-Ren [1 ,2 ]
机构：
[1] Natl Cent Univ, Dept Mech Engn, Chungli 320, Taiwan
[2] Natl Cent Univ, Inst Optomechatron Engn, Chungli 320, Taiwan
来源：
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE | 2010年 / 50卷 / 05期
关键词：
Tool fault and tool wear detection; Cutter tool monitoring; HHT;
D O I：
10.1016/j.ijmachtools.2010.01.006
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This paper presents the use of accelerometer signals in order to detect cutter tool wear and tool fault under different cutting conditions. The new method, Hilbert-Huang transform (HHT), was applied to the cutter tool wear and tool fault monitoring and compared to Fourier transform. In the results processed by short-time Fourier transform the cutter tool wear or tool fault is detected by increasing the power in the power spectral density. The acceleration signals (processed by using HHT) change the frequency in the marginal spectra as a result of geometric change of the cutter tool. Results are presented in both frequency domain and time-frequency domain in the case of HHT. The HHT presents data locally without harmonics. This fact permits overcoming of the nonlinearity and nonstationarity of the acceleration signal. Axes x and z are the most sensitive to both HHT and Fourier transform. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码：495 / 501
页数：7
相关论文
共 50 条
  • [41] Analysis of remote sensing data using Hilbert-Huang Transform
    Pinzón, JE
    Pierce, JF
    Tucker, CJ
    WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XVII, PROCEEDINGS: CYBERNETICS AND INFORMATICS: CONCEPTS AND APPLICATIONS (PT II), 2001, : 78 - 83
  • [42] Using Hilbert-Huang Transform to characterize intrusions in computer networks
    Wang, Weihong
    Pei, Kai
    Jin, Xiaogang
    ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 5, PROCEEDINGS, 2007, : 749 - +
  • [43] 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
  • [44] Analysis of tremor in multiple sclerosis using Hilbert-Huang Transform
    Ayache, S. -S.
    Al-ani, T.
    Farhat, W. -H.
    Zouari, H. -G.
    Creange, A.
    Lefaucheur, J. -P.
    NEUROPHYSIOLOGIE CLINIQUE-CLINICAL NEUROPHYSIOLOGY, 2015, 45 (06): : 475 - 484
  • [45] QUANTIFICATION OF RESPIRATORY SINUS ARRHYTHMIA USING HILBERT-HUANG TRANSFORM
    Kuo, Terry B. J.
    Yang, Cheryl C. H.
    Huang, Norden E.
    ADVANCES IN DATA SCIENCE AND ADAPTIVE ANALYSIS, 2009, 1 (02) : 295 - 307
  • [46] Spectral analysis of storm waves using the Hilbert-Huang transform
    Ortega, Joaquin
    Smith, George H.
    PROCEEDINGS OF THE SEVENTEENTH (2007) INTERNATIONAL OFFSHORE AND POLAR ENGINEERING CONFERENCE, VOL 1- 4, PROCEEDINGS, 2007, : 1830 - 1835
  • [47] Vibration analysis of a cracked rotor using Hilbert-Huang transform
    Guo, D.
    Peng, Z. K.
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2007, 21 (08) : 3030 - 3041
  • [48] Analysis of Nonstationary Wind Fluctuations Using the Hilbert-Huang Transform
    Xu Jing-Jing
    Hu Fei
    ATMOSPHERIC AND OCEANIC SCIENCE LETTERS, 2014, 7 (05) : 428 - 433
  • [49] FAULT DIAGNOSIS IN INDUCTION MOTORS USING THE HILBERT-HUANG TRANSFORM
    Antonino-Daviu, J. A.
    Riera-Guasp, M.
    Pineda-Sanchez, M.
    Puche-Panadero, R.
    Perez, R. B.
    Jover-Rodriguez, P.
    Arkkio, A.
    NUCLEAR TECHNOLOGY, 2011, 173 (01) : 26 - 34
  • [50] AN ALTERNATIVE VIEW OF LOUDSPEAKER NONLINEARITIES USING THE HILBERT-HUANG TRANSFORM
    Gudupudi, Leela K.
    Chatlani, Navin
    Beaugeant, Christophe
    Evans, Nicholas
    2015 IEEE WORKSHOP ON APPLICATIONS OF SIGNAL PROCESSING TO AUDIO AND ACOUSTICS (WASPAA), 2015,
12345