2005―2010, Shanghai Jiao Tong University Mechatronics Engineering, Doctor
2003―2006, Shanghai Jiao Tong University Mechatronics Engineering, Master
1998―2002, Shanghai Jiao Tong University Power & Energy Engineering, Bachelor

2013- Shanghai Jiao Tong University,Assistant Researcher,
2010-2012 University of Cincinnati, Mechanical Engineering, I/UCRC IMS Center, Postdoc

Remote Monitoring and Smart Maintenance
Diagnosis and Prognostics
Feature Extraction and Data Dimensionality Reduction
Electric Motor Design and Control

2020-2023 NSFC, Health Assessment Method for Heavy-Duty AGV Electric Motor, PI
2011-2012 USA NSF Program: Design of Accelerated Prognostics and Health Management, Co-PI
2008-2010 National High-Tech Research and Development Program: Remote monitoring and maintenance technologies for key components and systems, main researcher
2006-2008 National High-Tech Research and Development Program: GPS/GIS/GPRS-based diagnosis and remote monitoring technologies for large engineering equipments, main researcher
2005-2008 National Natural Science Foundation Program: 网络环境下群设备智能维护的理论与方法研究” main researcher

1. Huang, Yixiang, Zha, Xuan F., Lee, Jay, Liu, Chengliang. Discriminant diffusion maps analysis: A robust manifold learner for dimensionality reduction and its applications in machine condition monitoring and fault diagnosis, Mechanical Systems and Signal Processing, 34(1-2), 2013: 277-297.
2. Huang, Yixiang, Liu, Chengliang, Zha, Xuan F., Li, Yanming. A lean model for performance assessment of machinery using second generation wavelet packet transform and Fisher criterion . Expert Systems with Applications, 37(5), 2010: 3815-3822
3. Huang, Yixiang, Liu, Chengliang, Zha, Xuan F., Li, Yanming. An enhanced feature extraction model using lifting-based wavelet packet transform scheme and sampling-importance-resampling analysis. Mechanical Systems and Signal Processing, 23(8), 2009: 2470-2487
4. Yixiang Huang, Chengliang Liu, Yanming Li. Lifting Wavelet Packet Sampling Importance Resample Model for Feature Extraction, in: Proceedings of the 8th International
Conference on Frontiers of Design and Manufacturing, Tianjin, China, 2008: 1833-1838
5. Liu, Haining, Liu, Chengliang, Huang, Yixiang. Adaptive feature extraction using sparse coding for machinery fault diagnosis. Mechanical Systems and Signal Processing, 25(2), 2011: 558-574.
6. He, Chuangxin, Li, Yanming, Huang, Yixiang, Liu, Chengliang, Fei, Shengwei. Relevance Vector Machine Based Gear Fault Detection. Chinese Conference on Pattern Recognition/1st CJK Joint Workshop on Pattern Recognition, 11/4-11/6, 2009: 731-735.
7. Cong, Fengyu, Huang, Yixiang, Kalyakin, Igor, Li, Hong, Huttunen-Scott, Tiina, Lyytinen, Heikki, Ristaniemi, Tapani. Frequency-response-based wavelet decomposition for extracting children';s mismatch negativity elicited by uninterrupted sound, Journal of Medical and Biological Engineering, 32(3), 2012: 205-214.
8. Cong, Fengyu, Kalyakin, Igor, Li, Hong, Huttunen-Scott, Tiina, Huang, Yixiang, Lyytinen, Heikki, Ristaniemi, Tapani. Answering six questions in extracting children';s mismatch negativity through combining wavelet decomposition and independent component analysis, Cognitive Neurodynamics, 5(4), 2011: 343-359.
9. Huang Yixiang, Liu chengliang,Li Yanming. Multiscale orthogonal time series model and its application to predictive maintenance for networked machine, Journal of Shanghai Jiao Tong University. 42(7), 2008:1168-1172.
10. Huang Yixiang, Zhou Jun, Liu Chengliang. Equipment remote monitoring system based on WebGIS-GPRS-GPS.Computer Engineering. 33(3),2007: 225-227

C++ Programming and software design

Reviewer for MSSP