Mao Yongfang, Associate Professor of Chongqing University, China

She received her Ph.D. degree in mechanical and electronic engineering from Chongqing University, Chongqing, China, in 2008. She is currently the Associate Professor of the School of Automation, Chongqing University, Chongqing, China.

Her research area include intelligent fault diagnosis technology and semi-supervised/self-supervised learning technology, significantly contributing to both intelligent fault diagnosis and semi-supervised/self-supervised learning.

Prof. Mao has made original contributions in mechanical equipment operation and maintenance, precision equipment performance evaluation with real world applications, solved the theoretical and technical problems that have troubled the industry for many years, the important theoretical innovation and application innovation can be assessed by her publications (over 20 papers) in prestigious international journals, including Mechanical System and Signal

Contact Information

Telephone: +86-13635422083

Email: yfm@cqu.edu.cn

Address:Shazheng Street174#, Shapingba District,Chongqing, 400044,China

Education

Ph.D., (E.E.), Chongqing University, Chongqing, 2008.

B.S., (E.E.), Chongqing University, Chongqing, 2004.

Academic Experience

Associate Professor, 12/2011-4/2021, Chongqing University, Chongqing, P. R. China

Visiting Scholar, 1/2012 – 1/2013, University of Michigan, Ann Arbor, USA

Lecturer, 3/2009– 12/2011, Chongqing University, Chongqing, P. R. China

Research Interests

Intelligent fault diagnosis

Semi-supervised/self-supervised learning

Publications

Part II – Referred Journal Papers (selected)

[1] Yongfang Mao; Yi Qin; Aibing Zhang; Compound damages detection for rotors by the coupled piezoelectric impedance, IEEE ACCESS, 2018, 6 75975~75975.

[2] Jiang Congmei, Mao Yongfang, Chai Yi, et al. Day-ahead renewable scenario forecasts based on generative adversarial networks[J]. International Journal of Energy Research, 2020(3).

[3] Yi Qin; Yongfang Mao; Baoping Tang; Multicomponent decomposition by wavelet modulus maxima and synchronous detection, Mechanical Systems and Signal Processing, 2017, 91: 57~80.

[4] Yi Qin, Jiaxu Wang, Yongfang Mao. Dense framelets with two generators and their application in mechanical fault diagnosis. Mechanical Systems and Signal Processing, 2013, 40(2): 483-498.

[5] Congmei Jiang; Yi Chai; Mingbiao Yu; Songbing Tao#; Yongfang Mao* Scenario Generation for Wind Power Using Improved Generative Adversarial Networks, IEEE ACCESS, 6: 62193~62203.

Patents

Hold 1 patents

Research Grants

She has presided over more than 4 national/provincial and ministerial scientific research projects with research funds of more than $500000.

Awards/Honors

She is (formerly) a reviewer for several international academic journals, including:

l Mechanical System and Signal Processing

l Measurement and Control