Title:Associate Professor
E-mail:liuyan@ustb.edu.cn
Office:Electrical and Mechanical Building 1121B
Education:
1995.09-1999.07 B.S., Industrial Automation, University of Science and Technology Beijing
2003.09-2006.03 M.S., Control Theory and Control Engineering, University of Science and Technology Beijing
2008.09-2016.06 Ph.D., Control Science and Engineering, University of Science and Technology Beijing
Work Experience:
1999.08-2004.06 Research Assistant, School of Information Engineering, University of Science and Technology Beijing
2004.07-2010.12 Research Associate, School of Information Engineering, University of Science and Technology Beijing
2011.01-2019.06 Research Associate, School of Automation and Electrical Engineering, University of Science and Technology Beijing
2019.07-present Associate Professor, School of Automation and Electrical Engineering, University of Science and Technology Beijing
Research Interests:
Application of Big Data and Machine Learning in Industry
Application of Advanced Control Theory in Steel Rolling Automation
Courses:
Introduction to Circuits Analysis (Undergraduate)
Analog Electronics (Undergraduate)
Industrial Configuration Software (Undergraduate)
Engineering Design of Process Control System (postgraduate)
Selected Publications:
Scientific research papers
[1] Liu, Yan; Ren, Qirui; Geng, Jiahui et al. Efficient Patch-Wise Semantic Segmentation for Large-Scale Remote Sensing Images[J]. Sensors, 2018, 18(10), 3232.
[2] Liu, Yan; Mo, Lipo. Noise-Induced Truth Seeking of Heterogeneous Hegselmann-Krause Opinion Dynamics[J]. Advances in Mathematical Physics, 2018, Article ID 8702152, DOI: 10.1155/2018/8702152.
[3] Liu, Yan; Wang, Yaoping; Zeng, Chan et al. Edge detection for conveyor belt based on the deep convolutional network[C]. CISC2018, 529(10): 275-283.
[4] Liu, Yan; Geng, Jiahui; Su, Zhenfeng; Zhang, Weicun; Li, Jiangyun. Real-time classification of steel strip surface defects based on deep CNNs[C]. CISC2018, 529(10): 257-266.
[5] Liu, Yan; Wang, Yupeng; Li, Jiangyun. Research of strip flatness control based on legendre polynomial decomposition[J]. Open Automation and Control Systems Journal, 2015, 7(1): 203-211.
[6] Liu, Yan; Tong, Chaonan; Li, Jiangyun. An energy analysis based deflection model for roll bending setting[J]. International Journal of Earth Sciences and Engineering, 2015, 8(1): 517-522.
[7] Liu, Yan; Yang, Ruijian; Wang,Yinhu et al. Neural Network Method for Measuring Plate Based on Machine Vision[C]. The proceedings of International Conference on Electronic,Electrical and Control Engineering(ICEECE 2015), 2015: 389-392.
[8] Liu, Yan; Tong, Chaonan; Lin, Fengqin. Rolling force prediction based on wavelet multiple-RBF neural network[C]. 2012 IEEE International Conference on Information and Automation, ICIA 2012: 941-944.
Representative Projects:
- NFSC No. 61803024: Theoretical Analysis and Application of Dynamic Convergence of Noise-guided Viewpoint, 2019.01-2021.12, Major participant
- NFSC No. 51205018: Vibration mechanism and control method of high-speed rolling mill-electro-hydraulic coupling system under the influence of nonlinearity, 2013.01-2015.12, participant
- the Fundamental Research Funds for the China Central Universities of USTB(FRF-GF-17-B49):DNA Feature Recognition Based on Machine Learning, 2017.11-2018.11, Leader
- the Fundamental Research Funds for the China Central Universities of USTB(FRF-SD-12-008B): Development and Research of Control System for High Precision and High Speed Cold Strip and Foil Mill, 2012.01-2014.12, Major participant
- Beijing Municipal Education Committee Co-construction Project: Research on Key Problems of Data-driven Unsteady Rolling Process Control, 2013.06-2014.06, participant
- Enterprise research projects(2018-676): Intelligent Production Arrangement and Logistics Management System Software development for Metallurgical Process Based on Big Data, 2018.09-2020.09, Leader
- Enterprise research projects(2013-075): Design and Development of Application Software for Inner Mongolia Desheng Heat Exchange Station System, 2013.02-2013.03, Leader
- Enterprise research projects(2009-066): Cooperative Development of Control System Software for Anling 1700 Hot Strip Mill, 2009.01-2010.06, Subject Leader
- Enterprise research projects(2018-373): Research and Development of Integrated Automation Simulation System for Process Industry, 2018.06-2018.12, participant
- Enterprise research projects(2016-201): Research and Development of Virtual Simulation System for Automation Specialty, 2016.05-2016.11, participant
- Enterprise research projects(2013-040): On-line Profile Detection System for Stainless Steel Plate, 2012.12-2013.03, participant
- Enterprise research projects(2012-172):Research and Development of Computer Control System for On-line Prehardening Device of Die Steel, 2012.03-2013.09, participant
Honors & Awards:
- 2019.06, USTB No.12 “My favorite teacher - the best teacher in my mind”
- 2019.01, USTB No.6 “Research-based Teaching Demonstration Course (Excellent) ‘Industrial Configuration Software Design’ "
- 2018.06, Young teaching backbone talents of USTB
- 2016.11, National Competition of Young Teachers in Colleges and Universities on Electronic Technology Foundation and Electronic Circuit Course, 1st award
- 2016.08, Teaching Competition of Basic Courses of Electronic Technology for Young Teachers in Colleges and Universities in North China, 1st award
- 2014.01, USTB No.1 “Microteaching Competition”, 2nd award
- 2013.12, USTB No.10 Inspection-free classroom “Industrial Configuration Software”
- 2013.10, USTB Excellent Communist Party Members between 2011 and 2013 year
- 2013.09, USTB No. 8 Young Teachers' Basic Teaching Skills Competition , 2nd award
- 2011.04, USTB No. 7 Young Teachers' Basic Teaching Skills Competition , 2nd award
- 2011.04, USTB No. 7 Young Teachers' Basic Teaching Skills Competition, Best Teaching Plan Award