No photo of Dezun Zhao
  • University of Huddersfield Queensgate Huddersfield HD1 3DH

    United Kingdom

20152020
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Research Output 2015 2020

2019
7 Citations (Scopus)

Deep convolutional neural network based planet bearing fault classification

Zhao, D., Wang, T. & Chu, F., 1 May 2019, In : Computers in Industry. 107, p. 59-66 8 p.

Research output: Contribution to journalArticle

Bearings (structural)
Planets
Failure analysis
Neural networks
Condition monitoring
3 Citations (Scopus)
Open Access
Bearings (structural)
Tachometers
Demodulation
Acoustic noise
Failure analysis
1 Citation (Scopus)

Generalized Vold-Kalman Filtering for Nonstationary Compound Faults Feature Extraction of Bearing and Gear

Zhao, D., Cheng, W., Gao, R., Yan, R. & Wang, P., 1 Apr 2019, In : IEEE Transactions on Instrumentation and Measurement. 69, 2, p. 401-410 10 p., 8678678.

Research output: Contribution to journalArticle

Bearings (structural)
Demodulation
pattern recognition
Gears
Feature extraction
1 Citation (Scopus)
Bearings (structural)
Demodulation
Probability density function
Fast Fourier transforms
Frequency bands
2016
30 Citations (Scopus)

Compound faults detection of rolling element bearing based on the generalized demodulation algorithm under time-varying rotational speed

Zhao, D., Li, J., Cheng, W. & Wen, W., 15 Sep 2016, In : Journal of Sound and Vibration. 378, p. 109-123 15 p.

Research output: Contribution to journalArticle

Bearings (structural)
fault detection
demodulation
Demodulation
Fault detection
10 Citations (Scopus)

Rolling element bearing instantaneous rotational frequency estimation based on EMD soft-thresholding denoising and instantaneous fault characteristic frequency

Zhao, D., Li, J., Cheng, W., Wang, T. & Wen, W., 16 Jul 2016, In : Journal of Central South University. 23, 7, p. 1682-1689 8 p.

Research output: Contribution to journalArticle

Bearings (structural)
Frequency estimation
Decomposition
Signal to noise ratio
2015
15 Citations (Scopus)

Feature Extraction of Faulty Rolling Element Bearing under Variable Rotational Speed and Gear Interferences Conditions

Zhao, D., Li, J. & Cheng, W., 1 Aug 2015, In : Shock and Vibration. 2015, 9 p., 425989.

Research output: Contribution to journalArticle

Open Access
Bearings (structural)
pattern recognition
Gears
Feature extraction
interference