Skip to main content
SpringerLink
Log in
Book cover

International Conference in Communications, Signal Processing, and Systems

CSPS 2018: Communications, Signal Processing, and Systems pp 296–306Cite as

A Vibration Signal Preprocessing Method for Hydraulic Pump Based on ILCD Fusion

  • Conference paper
  • First Online:

  • 2171 Accesses

Part of the book series: Lecture Notes in Electrical Engineering ((LNEE,volume 516))

Abstract

Hydraulic pump vibration signal preprocessing is the basis for failure prediction. The vibration signal preprocessing method based on ILCD fusion is proposed to solve the problem that the vibration signal is nonlinear and the feature information is weak. Firstly, the high-frequency harmonics are combined with ILCD to decompose multi-channel vibration signals, and ISC components can be achieved. Secondly, the sensitive factors are defined as evaluation indexes, and the sensitive components containing the fault feature information are screened and weighted fusion. The reconstructed signal is obtained to reduce the noise and other interference components and effectively extract the fault feature information. Finally, the effectiveness of this method is verified by measuring the vibration signal of the hydraulic pump.

This is a preview of subscription content, log in via an institution.

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD   219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

References

  1. Jinde Z, Junsheng C, Ming Z. A new time-frequency analysis method based on improved local characteristic-scale decomposition and normalized quadrature. Acta Electron Sin. 2015;43(7):1419–23.

    Google Scholar 

  2. Petrea L, Demian C, Brudny JF. High-frequency harmonic effects on low frequency iron losses. IEEE Trans Magn. 2014;50(11):6301204.

    Article  Google Scholar 

  3. Cheng J, Zheng J, Yang Y. A nonstationary signal analysis approach-the local characteristic-scale decomposition method. J Vibr Engi. 2012;25(2):215–20.

    Google Scholar 

  4. Urgaonkar R, Neely MJ. Optimal routing with mutual information accumulation in wireless networks. IEEE J Sel Areas Commun. 2012;30(9):1730–7.

    Article  Google Scholar 

  5. Zhao X, Patel TH, Zuo MJ. Multivariate EMD and full spectrum based condition monitoring for rotating machinery. Mech Syst Sig Process. 2012;27:712–28.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Shijiazhuang Campus of Army Engineering University, Shijiazhuang, China

    Han Dong

  2. Luoyang Electronic Equipment Experiment Center, Luoyang, China

    Sun Jian

Authors
  1. Han Dong
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Sun Jian
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Han Dong .

Editor information

Editors and Affiliations

  1. Department of Electrical Engineering, University of Texas at Arlington, Arlington, TX, USA

    Qilian Liang

  2. School of Information and Communication Engineering, Dalian University of Technology, Dalian, China

    Xin Liu

  3. School of Information Science and Technology, Dalian Maritime University, Dalian, China

    Zhenyu Na

  4. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Wei Wang

  5. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Jiasong Mu

  6. College of Electronic and Communication Engineering, Tianjin Normal University, Tianjin, China

    Baoju Zhang

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Dong, H., Jian, S. (2020). A Vibration Signal Preprocessing Method for Hydraulic Pump Based on ILCD Fusion. In: Liang, Q., Liu, X., Na, Z., Wang, W., Mu, J., Zhang, B. (eds) Communications, Signal Processing, and Systems. CSPS 2018. Lecture Notes in Electrical Engineering, vol 516. Springer, Singapore. https://doi.org/10.1007/978-981-13-6504-1_38

Download citation

  • DOI: https://doi.org/10.1007/978-981-13-6504-1_38

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-13-6503-4

  • Online ISBN: 978-981-13-6504-1

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics

Search

Navigation