个人简历

男，1986年1月生，汉族，河北省任丘市人。2010年毕业于哈尔滨工程大学自动化专业，获工学学士学位；2012年毕业于哈尔滨工业大学控制科学与工程专业，获工学硕士学位；2016年毕业于哈尔滨工业大学控制科学与工程专业，获工学博士学位。2014年12月-2015年5月德国杜伊斯堡-艾森大学AKS研究所公派访问学者。

研究领域

复杂工业系统的故障检测、故障诊断、故障容错控制等，基于大数据的深度学习、深度强化学习及其在工业监控中的应用

近期论文

[1] Wang, Guang, Jianfang Jiao and Yin Shen. Efficient Nonlinear Fault Diagnosis Based on Kernel Sample Equivalent Replacement. IEEE Transactions on Industrial Informatics, DOI: 10.1109/TII.2018.2871515, 2018. (SCI,一区TOP)
[2] Wang Guang, Jiao Jianfang and Yin Shen. A kernel direct decomposition-based monitoring approach for nonlinear quality-related fault detection. IEEE Transactions on Industrial Informatics, 13(4): 1565-1574, 2017. (SCI,一区TOP)
[3] Wang Guang, Jiao Jianfang. A kernel least squares based approach for nonlinear quality-related fault detection. IEEE Transactions on Industrial Electronics, 64(4): 3195-3204, 2017. (SCI,一区TOP)
[4] Wang Guang, Yin Shen. Quality-related fault detection approach based on orthogonal signal correction and modified PLS. IEEE Transactions on Industrial Informatics, 11(2): 398-405, 2015. (SCI,一区TOP)
[5] Wang Guang,Yin Shen, Kaynak.O. A LWPR based data-driven fault detection approach for nonlinear process monitoring, IEEE Transactions on Industrial Informatics, 10(4):2016-2023, 2014. (SCI,一区TOP)
[6] Wang Guang, Hamid. Reza. Karimi, Shen Yin. Monitoring of Wind Turbine: Data-based approaches. A book chapter in the book Structural Control and Fault Detection of Wind Turbine Systems, ISBN: 978-1-78561-394-4 / eBook: 978-1-78561-395-1, 2018. (英文专著章节)