Present address: Room 418, The School of Internet of Things, Jiangnan University, Wuxi, China
Associate Professor
Department of Computer Science Joined Department:2014
Phone:+8618751553915
Email:liudf@jiangan.edu.cn
Curriculum Vitae
2016.09- presentAssociateProfessorJiangnan University 2014.07-2016.09AssistantProfessorJiangnan University
lComputerscience
Data fusion, pattern recognition, machine learning, data mining and bioprocess modeling.
lBioprocess modeling andcontrol
Visual system modeling (ERG signal processing, visual system state estimation, and development of diagnostic tools), method development (time-delay system identification, predictive control, and neural network-based statistical process control), food process control (process identification, sensory-based process control, fuzzy set applications).
2009.09-2014.07 |
Joint education Ph.D Control Theory and Control Engineering |
Jiangnan University and University of Missouri (Supported by China |
|
Scholarship Council) |
|
2013.03-2014.02 |
Supervisor: Prof. Baoguo Xu and Dr. Jinglu Tan University of Missouri at Columbia, Supervisor: Prof. Jinglu Tan |
2010.10-2012.11 |
University of Missouri at Columbia, Supervisor: Prof. Jinglu Tan |
2005.09-2008.07 |
M.SComputerScienceXinjiang University |
2000.09-2004.07 |
BSComputerScienceXinjiang University |
Awards, Fellowships, and Grants
1.Nature Science Foundation of China funded project(21706096): Modeling and parameter identification of fermentation process for multivariable heterogeneous sampling system (Principal Investigator, 2018.01-2020.12) ¥230,000
2.Nature Science Foundation of Jiangsu state funded project(BK20160162):Optimization control of traditional brewing process of Chinese rice wine based on fermentation data. (Principal Investigator, 2016.09-2019.09) ¥200,000
3.Postdoctoral Foundation of Jiangsu state funded project(1601009A):Modeling design of high efficient oligopeptide inhibitor targeting DAPK1 protein.(Principal Investigator, 2016.09-2019.09) ¥80,000
4.China Postdoctoral Science Foundation (2017M621627):Multivariable Modeling and Parameter Identification of Rice Wine Fermentation Process with Irregular Sampling Intervals.(Principal Investigator, 2018.01-2020.12) ¥50,000
5.Nature Science Foundation of China funded project(61773182):Modelling and application of soft measurement key technology under non-ideal data condition.(2018.01-2021.12) ¥630,000
[1]Liu D, Zhang H, Lin C-C; Xu B. Optimization of rice wine fermentation process based on the simultaneous saccharification and fermentation kinetic model. Chinese Journal of Chemical Engineering,2016,24(10):1406-1412.
[2]Liu D, Zhang H, Xu B, Tan J*. Development of a kinetic model structure for simultaneous saccharification and fermentation in rice wine production. Journal of the Institute of Brewing, 2015, 121(4):589-596.
[3]Liu D, Zhang H, Xu B*, Tan J*. Development of kinetic model structures for glutinous rice saccharification by different enzymes. Journal of Food Process Engineering. 2014, 37 (3): 317-328.
[4]Liu D, Zhang H, Xu B*, Tan J*. Influence of fermentation temperature and source of enzymes on enological characteristics of rice wine. Journal of the Institute of Brewing. 2014, 120 (3): 231–237.
[5]Liu D, Xu L, Xiong W, Zhang H, Lin C C, Jiang L, Xu B*. Fermentation process modeling with Levenberg-Marquardt algorithm and Runge-Kutta method on ethanol production bySaccharomyces cerevisiae. Mathematical Problems in Engineering.2014.
[6]Liu D, Xiong W, Xu G, Xu B*. An automated system for monitoring and controlling of rice wine fermentation. 2012 ASABE Annual international Meeting; July 29 - August 1; Dallas, Texas: The American Society of Agricultural and Biological Engineers, St. Joseph, Michigan; 2012,3643-3651.
[7]Liu D, Xu B, Tan, J. Kinetic model structures for simultaneous saccharification and fermentation process of glutinous rice. 2014 ASABE Annual international Meeting; July 13 - July 16; Montreal, QCCanada.
[8]Zhang,H. T., Zhu, L., Liu, Dengfeng, Zhan, X. B., Ding, J., & Lin, C. C. Model-based estimation of optimal dissolved oxygen profile inAgrobacteriumsp. fed-batch fermentation for improvement of curdlan production under nitrogen-limited condition.Biochemical Engineering Journal, 2015,103,12-21.
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