Gearbox faults diagnosis based on EMD

被引：0

作者：

Ni Xiaochang ^{[1
]}

Yang Tongqiang

机构：

[1] Tianjin Univ Technol & Educ, Dept Elect Engn, Tianjin 300222, Peoples R China

[2] Shijiazhuang Mech Engn Coll, Shijiazhuang 050003, Peoples R China

来源：

Proceedings of the First International Symposium on Test Automation & Instrumentation, Vols 1 - 3 | 2006年

关键词：

EMD; gear box; faults diagnosis;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Empirical mode decomposition (EMD), as a new signal processing method, is used widely for non-linear and non-stationary process. The decomposition is adaptive and efficient. The diagnosis of gearbox fault is introduced in the paper. With this method, the original signals are decomposed into a finite number of stationary Intrinsic Mode functions (IMFs), then a number of IMFs including main fault information are selected to extract fault features. The experimental result shows that it is validity and efficient to diagnosing gearbox faults.

引用

页码：1184 / 1186

页数：3

共 50 条

[21] Study on EMD and autoregressive spectrum analysis for faults diagnosis of bearing
Department of Electromechanical Engineering, Shijiazhuang Institute of Railway Technology, Shijiazhuang 050041, China
不详
[J]. Zhendong Ceshi Yu Zhenduan, 2006, SUPPL. (205-208):
[22] Diagnostics of Machinery Faults based on EMD and ICA
Wang, Fengli
Cai, Yannian
Li, Sihong
Xing, Hui
[J]. PROCEEDINGS OF THE 2016 7TH INTERNATIONAL CONFERENCE ON MECHATRONICS, CONTROL AND MATERIALS (ICMCM 2016), 2016, 104 : 647 - 652
[23] Diagnosis of Combination Faults in a Planetary Gearbox using a Modulation Signal Bispectrum based Sideband Estimator
Tian, Xiange
Abdallaa, Gaballa M.
Rehab, Ibrahim
Gu, Fengshou
Ball, Andrew D.
Gu, Fengshou
Wang, Tie
[J]. 2015 21ST INTERNATIONAL CONFERENCE ON AUTOMATION AND COMPUTING (ICAC), 2015, : 203 - 208
[24] EMD Based on Time-sequence and Window Function and Its Application in Diagnosis of Machinery Faults
Luo Renze
Cao Peng
Fu Yuanhua
Huang Ya-bin
Yang Qing
[J]. MECHANICAL ENGINEERING, MATERIALS SCIENCE AND CIVIL ENGINEERING II, 2014, 470 : 353 - +
[25] Multiple Classifiers and Data Fusion for Robust Diagnosis of Gearbox Mixed Faults
Senanayaka, Jagath Sri Lal
Huynh Van Khan
Robbersmyr, Kjell G.
[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (08) : 4569 - 4579
[26] DIAGNOSIS OF GEARBOX FAULTS IN AGRICULTURAL MACHINERY USING ENERGY OF TRANSIENT FEATURES
Loutridis, S.
Gravalos, I.
Moshou, D.
Gialamas, Th.
Kateris, D.
Xyradakis, P.
Tsiropoulos, Z.
[J]. TRENDS IN AGRICULTURAL ENGINEERING 2010, 2010, : 406 - +
[27] Gearbox mixed faults diagnosis under different working conditions based on meshing frequency modulation area
Touti, Walid
Salah, Mohamed
Bacha, Khmais
Chaari, Abdelkader
[J]. APPLIED ACOUSTICS, 2023, 207
[28] A compound faults diagnosis method for variational-speed gearbox based on order tracking demodulation spectrum
[J]. Chen, X.-M. (cxiangming3377@aliyun.com), 1600, Nanjing University of Aeronautics an Astronautics (26):
[29] Application of EMD and Wigner-Ville distribution to faults diagnosis of bearing
Man, HG
Hui, L
[J]. ISTM/2005: 6TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-9, CONFERENCE PROCEEDINGS, 2005, : 8481 - 8484
[30] EMD Based Envelope Analysis for Bearing Faults Detection
Zhang, Yuping
Ai, Shufeng
[J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 4257 - +

← 1 2 3 4 5 →