于刚:哈尔滨工业大学深圳分校自动化学院教授-中文百科频道

人物经历

学习经历

1998.08-2002.08，博士学位，工业及制造工程专业，美国威斯康星大学密尔沃基分校（University of Wisconsin-Milwaukee）

1992.08-1995.07，硕士学位，机电控制及自动化专业,，大连理工大学

1988.08，-1992.07，学士学位，机械工程专业,，大连理工大学

工作经历

2005.05-至今，哈尔滨工业大学深圳研究生院，副教授/研究生处副处长

2004.02-2005.04，美国东北大学机械及工业工程系，博士后研究员

2003.01-2004.01，美国智能维护系统研究中心，博士后研究员

1998.09-2002.12，美国威斯康星大学密尔沃基分校工业及制造工程系，研究助理

1997.09-1998.08，美国罗克韦尔自动化上海全球技术支持部，现场服务工程师

1995.08-1997.08，上海自动化仪表研究所系统工程部，系统工程师

主要成就

科研成就

发明专利：

于刚；盛鲁英；郭密密，电动汽车动力电池衰退模式预测方法，发明专利，专利号：ZL 2012 1 0243286.7，授权日期：2014.11.26

于刚；王潇漫，一种探伤轮，实用新型，专利号：ZL 2015 2 0728977.5，授权日期：2016.01.27

于刚；周羽佳，一种无线振动传感器，实用新型，专利号：ZL 2015 2 0729312.6，授权日期：2016.01.27

发表论文：

-Gang Yu, Fault feature extraction using independent component analysis with reference and its application on fault diagnosis of rotating machinery, Neural Comput & Applic, 2014, 26:187–198

- Gang Yu, Changning Li, Jianfeng Zhang, A new statistical modeling and detection method for rolling element bearing faults based on alpha-stable distribution, Mechanical Systems and Signal Processing, 2013,41(1-2):155-175

- Gang Yu, Wenqi Li, Machine fault feature extraction based on wavelets and recurrence quantification analysis, 2012 International Symposium on Instrumentation & Measurement, Sensor Network and Automation (IMSNA), 2012, 1: 196-199

- Gang Yu, Zhidong Xiao, Changning Li, Blind source separation of rotating machinery fault signals based on Fractional Lower Order statistics, 2011 Prognostics and System Health Management Conference, 2011, 1-6

- Gang Yu, Xiaohua Liang, Juan Wang, Fault feature separation for fault diagnosis of rotating machinery using ICA with reference, The 9th International Conference on Reliability, Maintainability and Safety (ICRMS’2011), 2011, 1010-1014

- Changning Li, Gang Yu, A new statistical model for rolling element bearing fault signals based on alpha-stable distribution, 2010 Second International Conference on Computer Modeling and Simulation, 2010, 4: 386-390

- Gang Yu, Xuefeng Zhang, Adaptive wavelet filter based on Fractional Lower Order Moment for bearing fault diagnosis, 3rd International Congress on Image and Signal Processing, 2010, 4006-4010

- Gang Yu, Sagar V. Kamarthi, A cluster-based wavelet feature extraction method and its application, Engineering Applications of Artificial Intelligence, 2010, 23: 196-202

- Gang Yu, Yingzi Lin, Sagar Kamarthi, Wavelets-Based Feature Extraction for Texture Classification, Advanced Materials Research, 2010, 97-101: 1273-1276

- Gang Yu, Changning Li, Jun Sun, Machine fault diagnosis based on Gaussian mixture model and its application, The International Journal of Advanced Manufacturing Technology, 2010, 48(1-4): 205-212

- Gang Yu, Changning Li, Sagar Kamarthi, Machine fault diagnosis using a cluster-based wavelet feature extraction and probabilistic neural networks, The International Journal of Advanced Manufacturing Technology, 2009, 42: 145-151

- Gang Yu, Hai Qiu, Dragan Djurdjanovic, Jay Lee, Feature signature prediction of a boring process using neural network modeling with confidence bounds, International Journal of Advanced Manufacturing Technology, 2006, 30(7-8): 614-621