Wenliao Du

Professor

ADDRESS：Mechanical and Electrical   Engineering Institute, Zhengzhou University of Light Industry

PHONE：(+86)37186601650

E-mail：dwenliao@zzuli.edu.cn

Research Field and Interests：

Intelligent maintenance of mechanical equipment, Signal processing of mechanical systems, Mechanical dynamics

EducationBackground：

2008.9-2013.3  Shanghai Jiao Tong University  Majored in Mechatronic engineering（PHD degree）

1998.9-2001.6  Zhejiang University of Technology  Majored in Chemical process machinery（Master degree）

1994.9-1998.7 University of South China Majored in Mechanical design and manufacturing (Bachelor degree)

Teaching Courses:

Interchangeability and Technical Measurement, Fundamentals of Mechanical Fault Diagnosis, Introduction to Mechanical Engineering, Artificial Intelligence and Machine Learning, Key Technologies of Light Industry Machinery and Equipment

Publications:

[1] Du W, Hu P, Wang H, et al. Fault Diagnosis of Rotating Machinery Based on 1D–2D Joint Convolution Neural Network [J]. IEEE Transactions on Industrial Electronics, 2023, 70(5): 5277-5285.

[2] Wenliao D, Kang M, Pecht M. Fault Diagnosis   Using Adaptive Multifractal Detrended Fluctuation Analysis [J]. IEEE   Transactions on Industrial Electronics, 2020, 67(3): 2272-2282.

[3] Du W, Guo Z, Li C, et al. From Anomaly Detection to Novel Fault Discrimination for Wind Turbine Gearboxes With a Sparse Isolation Encoding Forest [J]. IEEE Transactions on Instrumentation and Measurement, 2022, 71: 1-10.

[4] Wenliao Du, Tao Jianfeng, Yanming Li, et   al. Wavelet leaders multifractal features based fault diagnosis of rotating mechanism [J]. Mechanical Systems and Signal Processing, 2014, 43(1): 57-75.

[5] Wenliao Du, Yanming Li, Jin Yuan, et al. Denoising with advanced stepwise false discovery rate control and its application to fault diagnosis [J]. Measurement, 2012, 45(6): 1515-1526.

Projects：

National Natural Science Foundation Project (52275138), Key R&D projects in Henan Province (231111221100).

Honors:

Second Prize of Henan Provincial Science and Technology Progress Award (2010, 2021).

Professional Affiliations:

Academic and technical leader of the Henan Provincial Department of Education.

Academic Activities:

The 12th International Conference on Prognostics and System Health Management(PHM Zhengzhou 2021)，Zhengzhou, 2021/10/22-24.