Welcome to College of Electrical and Power Engineering!

English
Local: English >> People
Gaowei Yan
Title：Professor Education：Ph.D
Research Area：Machine Learning, Artificia Intelligence, and Soft Sensor System
  • Biography
  • Publications
    Prof Gaowei Yan received his BEng degree and PhD degree from Taiyuan University of Technology, China, in 1992, 2003, 2007. And he is presently working as a Professor in the College of Electrical and Power Engineering, Taiyuan University of Technology. His current main research direction is machine learning, artificial intelligence, and soft sensor system. Professor Yan was awarded as the Young Academic Leader of Shanxi Province. Professor Yan has been hosting several the Major Science and Technology Projects of Shanxi Province and Key R&D Projects of Shanxi Province.
    (1) Tang Jian, Yan Gaowei, Liu Zhuo, Liu Yefeng, Yu Gang, Sheng Ning. Experimental analysis of wet mill load parameter based on multiple channel mechanical signals under multiple grinding conditions[J]. Minerals Engineering. 2020, 159: 106609.
    (2) Yan Gaowei, Jia Songda, Ding Jie, Xu Xinying, Pang Yusong. A time series forecasting based on cloud model similarity measurement[J]. Soft Computing. 2019, 23: 5443-5454.
    (3) M. He, J. Tang, X. Guo, G. Yan, Soft Sensor for Ball Mill Load Using RWNNRWNN Model, Acta Automatica Sinica,45(2):398-406, 2019.
    (4) Yu Binchao, Qiao Tiezhu, Zhang Haitao, Yan Gaowei. The OCS method of seeding point detection using visible vision for large-diameter sapphire single crystal growth via the Kyropoulos method[J]. Measurement: Journal of the International Measurement Confederation. 2019, 137: 39-48.
    (5) Yu Binchao, Qiao Tiezhu, Zhang Haitao, Yan Gaowei. Dual band infrared detection method based on mid-infrared and long infrared vision for conveyor belts longitudinal tear[J]. Measurement. 2018, 120: 140-149.
    (6) Wen Xiaohong, Liu Huaping, Yan Gaowei, Sun Fuchun. Weakly paired multimodal fusion using multilayer extreme learning machine[J]. Soft Computing. 2018, 22(11): 3533-3544.
    (7) Qiao Tiezhu, Chen Lulu, Pang Yusong, Yan Gaowei. Integrative Multi-Spectral Sensor Device for Far-Infrared and Visible Light Fusion[J]. Photonic Sensors. 2018, 8(2): 134-145.
     (8) Li Xinyu, Qiao Tiezhu, Pang Yusong, Zhang Haitao, Yan Gaowei. A new machine vision real-time detection system for liquid impurities based on dynamic morphological characteristic analysis and machine learning[J]. Measurement. 2018, 124: 130-137.
    (9) Xu Xinying, Zhang Yanyun, Ren Mifeng, Zhang Jianhua, Yan Gaowei. Generalized Correntropy Filter-Based Fault Diagnosis and Tolerant Control for Non-Gaussian Stochastic Systems Subject to Sensor Faults[J]. IEEE Access. 2018, 6: 12598-12607.
    (10) Qiao Tiezhu, Chen Lulu, Pang Yusong, Yan Gaowei, Miao Changyun. Integrative binocular vision detection method based on infrared and visible light fusion for conveyor belts longitudinal tear[J]. Measurement. 2017, 110: 192-201.
    (11) Yan Gaowei, Ji Shanshan, Xie Gang. Soft sensor for ball mill fill level based on uncertainty reasoning of cloud model[J]. Journal of Intelligent & Fuzzy Systems. 2016, 30(3): 1675-1689.
    (12) Yan Gaowei, Kang Yan, Ren Mifeng. A novel soft sensor model for ball mill level using Deep Belief Network and Support Vector Machine[J]. International Journal of Engineering Systems Modelling and Simulation. 2016, 8(4): 295-306.
    (13) Wei Jie, Liu Huaping, Yan Gaowei, Sun Fuchun. Robotic grasping recognition using multi-modal deep extreme learning machine[J]. Multidimensional Systems and Signal Processing. 2016: 1-17.
    (14) Qiao Tiezhu, Liu Weili, Pang Yusong, Yan Gaowei. Research on visible light and infrared vision real-time detection system for conveyor belt longitudinal tear[J]. IET Science, Measurement & Technology. 2016, 10(6): 577-584.
    (15) Lei Shaoshuai, Xie Gang, Yan Gaowei. A Novel Key-Frame Extraction Approach for Both Video Summary and Video Index[J]. SCIENTIFIC WORLD JOURNAL. 2014(695168).
    (16) Yan Gao-Wei, Hao Zhan-Ju. A NOVEL OPTIMIZATION ALGORITHM BASED ON ATMOSPHERE CLOUDS MODEL [J]. International Journal of Computational Intelligence and Applications. 2013, 12(1): 1-16.(Ei:IP52491264).
    (17) Yan Gao-Wei, Hao Zhan-Ju, Xie Jun. A Novel Atmosphere Clouds Model Optimization Algorithm[J]. JOURNAL OF COMPUTERS. 2013, 24(3): 26-39.
    (18) Yan Gaowei, Li Chuangqin. An effective refinement Artificial Bee Colony optimization algorithm based on chaotic search and application for PID control tuning[J]. Journal of Computational Information Systems. 2011, 7(9): 33093316.(Ei:20113814343414).
    (19) Gaowei Yan, Bing Shi. The application of ant colony optimization algorithm in DNA encodeing[J]. Journal of Computational Information Systems. 2011, 7(10): 35913598.(Ei:20114114415564).
    (20) Chen Z. H., Xie K. M., Xie G., Yan G. W. MBGrCA and its application in RST and fuzzy modeling[J]. International Journal of Granular Computing, Rough Sets and Intelligent Systems. 2009, 1(3): 308-327.
Address: 79 Yingze West Street, Taiyuan City, Shanxi Province
Zip code: 030024 Tel: 0351-6010031
Email：tyut_dlxy@163.com