个人简历
控制科学与工程学院教授，先进控制技术研究所所长，国家青年千人计划学者，德国洪堡基金学者。实验室主页 http://act.dlut.edu.cn/2006年在上海交通大学获得控制科学与工程博士学位，2006年5月至2010年4月在香港科技大学化工系先后从事研究助理、访问学者、研究助理教授工作，2010年5月至2012年6月在德国做洪堡基金学者，在亚琛工业大学过程系统技术研究所从事化工批量生产过程辨识建模、控制和优化。主要从事先进控制系统设计、工业大数据分析、系统辨识与建模、嵌入式控制系统开发、批量生产过程的鲁棒控制与优化、机器视觉、人工智能深度学习、红外光谱和图像检测智能仪器研制。已发表学术论文100余篇，其中作为第一作者在工业过程控制领域国际主要SCI源英文期刊发表论文三十余篇, 2012年在Springer出版一部英文著作，作为第一完成人申请和获得18项国家发明专利。2019年入选兴辽英才计划科技创新领军人才、2018年荣获中国自动化学会青年科学家奖、2018年荣获教育部自然科学二等奖(第一完成人)、2017年荣获中国自动化学会自然科学二等奖(第一完成人)。指导研究生荣获2018年中国过程控制会议优秀学生论文奖、2016年和2018年两次荣获工业生物过程优化与控制研讨会优秀论文一等奖。培养研究生连续多年荣获国家励志奖学金、大连市和大连理工大学优秀毕业生，优秀研究生等荣誉称号。教育经历Education Background2002.4 2006.7上海交通大学控制理论与控制工程博士工作经历Work Experience2012.8 至今大连理工大学控制学院教授专利 大时滞化工生产过程的预测输出两自由度控制方法 一种基于实时图像检测技术分析晶体生长形状和尺寸分布的方法 一种快速无超调升温夹套式加热反应釜温度控制方法 一种快速无过调冷却结晶反应釜温度控制方法 科研项目 基于红外光谱和图像信息的工业结晶过程在线监测与控制优化, 国家自然科学基金, 2016/08/17, 进行 批量生产过程的抗扰辨识与带约束鲁棒迭代学习控制设计, 国家自然科学基金, 2014/09/25, 完成 能量综合管控原型系统研制及其应用验证, 国家重点研发计划, 2018/05/18, 进行 工业园区多能流综合管控与协同优化, 国家重点研发计划, 2018/05/18, 进行 批次和连续结晶过程的在线监测与控制优化, 2019/03/25-2019/12/31, 获批, DUT18ZD201 化工生产过程的辨识建模 、控制设计和运行优化, 纵向分账项目, 2019/03/25-2019/03/25, 在研 药物结晶和有机酸发酵的在线监测与控制优化, 2019/03/25-2019/03/25, 期限2015.1-2016.12 科研奖励 中国自动化学会自然科学二等奖 2018年中国自动化学会青年科学家奖 高等学校科学研究优秀成果奖 其他奖励 “兴辽英才计划” 创新领军人才 （2019年） 荣获国家教育部自然科学二等奖 （2018年）
研究领域
先进控制系统设计和运行优化、机器学习、大数据分析、工业生产过程的质量监测机器视觉、智能光谱、三维图像检测仪器、嵌入式控制系统、计算机采样控制系统、智能PLC学习控制设备智能学习控制理论、工业数据挖掘与生产质量诊断工业生产系统的数学建模、系统辨识、计算机仿真、CFD动态模拟生产过程鲁棒控制理论、解耦控制、反饱和控制设计"1. 工业和生化过程的数学建模、系统辨识、计算机仿真、CFD动态模拟2. 先进控制系统设计与运行优化3. 化工批量生产过程的在线质量监测、控制设计与运行优化4. 研制机器视觉、智能光谱、三维图像检测仪器、嵌入式控制系统、智能PLC学习控制设备等5. 智能学习控制理论、工业数据挖掘与生产质量诊断、一维和二维鲁棒控制理论6. 带有输入/输出约束的工业过程反饱和控制设"
近期论文
[1]王旭东,刘涛,孙旭东.基于FT-NIR光谱技术在线监测乙醇发酵过程的标定建模[J],信息与控制,2019,48(5):634-640 [2]王旭东,刘涛,薛闯,王子璇,孙旭东.基于近红外光谱实时监测乙醇发酵过程多组分参数[J],生物工程学报,2019,35(8):1491-1499 [3]Hao, Shoulin,Liu, Tao,Rogers, Eric.Extended state observer based indirect-type ILC for single-input single-output batch processes with time- and batch-varying uncertainties[J],AUTOMATICA,2020,112 [4]Liu, Tao,Hou, Jie,Qin, S. Joe,Wang, Wei.Subspace model identification under load disturbance with unknown transient and periodic dynamics[J],JOURNAL OF PROCESS CONTROL,2020,85:100-111 [5]Liu, Tao,Qiu, Tianshuang,Luan, Shengyang.Hyperbolic-tangent-function-based cyclic correlation: Definition and theory[J],SIGNAL PROCESSING,2019,164:206-216 [6]Ni, Xiongwei,Shepherd, Rachel,Whitehead, Jennifer,Liu, Tao.Chiral symmetry breaking due to impeller size in cooling crystallization of sodium chlorate[J],CRYSTENGCOMM,2018,20(43):6894-6899 [7]Liu, Jingxiang,Liu, Tao,Chen, Junghui,Qin, Pan.Novel common and special features extraction for monitoring multi-grade processes[J],JOURNAL OF PROCESS CONTROL,2018,66:98-107 [8]Liu, Jingxiang,Liu, Tao,Chen, Junghui.Sequential local-based Gaussian mixture model for monitoring multiphase batch processes[J],CHEMICAL ENGINEERING SCIENCE,2018,181:101-113 [9]Dong, Shijian,Liu, Tao,Wang, Qing-Guo.Identification of Hammerstein systems with time delay under load disturbance[J],IET CONTROL THEORY AND APPLICATIONS,2018,12(7):942-952 [10]刘涛,田洪宇,荣世立,仲崇权.Heating-up control with delay-free output prediction for industrial[J],ISA Transactions,2018,83:227-238 [11]郝首霖,刘涛,Wojciech Paszke,Krzysztof Ga？kowski..PI based indirect-type ILC for batch processes with time-varying uncertainties: A new perspective[A],The 37th Chinese Control Conference (CCC),2018 [12]陈伟旭,张方坤,刘涛,Xiongwei Ni.Parameter estimation for batch crystallization processes using automatic differentiation[A],The 37th Chinese Control Conference (CCC),2018 [13]许佳,刘涛.微生物发酵尾气在线监测与仪器自校正标定[J],控制工程,2018,25(1):44-49 [14]马泽文,刘涛,孙旭东.基于CFD的结晶搅拌反应釜流场分析与改进[J],系统仿真学报,2018,30(5):1900-1907 [15]Liu, Tao,Qiu, Tianshuang,Luan, Shengyang.Cyclic Correntropy: Foundations and Theories[J],IEEE ACCESS,2018,6:34659-34669 [16]Huo, Yan,Liu, Tao,Wang, Xue Z.,Ma, Cai Y.,Ni, Xiongwei.Online Detection of Particle Agglomeration during Solution Crystallization by Microscopic Double-View Image Analysis[J],INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH,2017,56(39):11257-11269 [17]Liu, Tao,Qiu, Tianshuang,Dai, Ruijiao,Li, Jingchun,Chang, Liang,Li, Rong.Nonlinear regression A*OMP for compressive sensing signal reconstruction[J],DIGITAL SIGNAL PROCESSING,2017,69:11-21 [18]张方坤,刘涛,关润铎.基于溶液温度差谱分析的ATR-FTIR原位测量方法[J],光谱学与光谱分析,2017,37(10):3011-3015 [19]Liu, Tao,Dong, Shijian,Rong, Shili,Zhong, Chongquan.Identification of Discrete-Time Model With Integer Delay and Control Design for Cooling Processes With Application to Jacketed Crystallizers[J],IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY,2017,25(5):1775-1789 [20]Dong, Shijian,Liu, Tao,Wang, Qing-Guo.Identification of dual-rate sampled systems with time delay subject to load disturbance[J],IET CONTROL THEORY AND APPLICATIONS,2017,11(9):1404-1413 [21]Liu, Tao,Dong, Shijian,Chen, Fengwei,Li, Dewei.Identification of Discrete-Time Output Error Model Using Filtered Input Excitation for Integrating Processes With Time Delay[J],IEEE TRANSACTIONS ON AUTOMATIC CONTROL,2017,62(5):2524-2530 [22]董雅琳,许佳,刘涛.丙酮-丁醇-乙醇发酵过程尾气在线监测系统设计[J],实验技术与管理,2017,34(4):99-104 [23]Chen, Fengwei,Gilson, Marion,Garnier, Hugues,Liu, Tao.Robust time-domain output error method for identifying continuous-time systems with time delay[J],SYSTEMS & CONTROL LETTERS,2017,102:81-92 [24]Chen, Fengwei,Aguero, Juan C.,Gilson, Marion,Garnier, Hugues,Liu, Tao.EM-based identification of continuous-time ARMA Models from irregularly sampled data[J],AUTOMATICA,2017,77:293-301 [25]Chen Feng-wei,Liu Tao.Iterative identification of discrete-time output-error model with time delay[J],JOURNAL OF CENTRAL SOUTH UNIVERSITY,2017,24(3):647-654 [26]Hou J.,Liu T.,Chen F..Orthogonal projection based subspace identification against colored noise[J],Control Theory and Technology,2017,15(1):69-77 [27]Dong, Shijian,Liu, Tao,Wang, Wei,Bao, Jie,Cao, Yi.Identification of discrete-time output error model for industrial processes with time delay subject to load disturbance[J],JOURNAL OF PROCESS CONTROL,2017,50:40-55 [28]王路,刘涛,陈洋,孙亚琴,修志龙.基于傅里叶变换近红外光谱实时分析1,3-丙二醇发酵过程生物量的在线监测方法[J],生物工程学报,2017,33(1):68-78 [29]Chen, Fengwei,Garnier, Hugues,Gilson, Marion,Aguero, Juan C.,Liu, Tao.Refined instrumental variable parameter estimation of continuous-time Box-Jenkins models from irregularly sampled data[J],IET CONTROL THEORY AND APPLICATIONS,2017,11(2):291-300 [30]Zou, Kang,Liu, Tao,Huo, Yon,Zhang, Fangkun,Ni, Xiongwei.Image Analysis for In-situ Detection of Agglomeration for Needle-like Crystals[A],PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017),2017,11515-11520 [31]刘涛.Enhanced active disturbance rejection control for time delay systems[A],2017,7802-7807 [32]刘涛.decomposition based subspace identification under deterministic type disturbance[J],Systems Science & Control Engineering,2017,5(1):243-251 [33]刘涛,王伟.Heating-up control with delay-free output prediction for industrial jacketed reactors[A],The 28th Chinese Process Control Conference (CPCC),2017 [34]Cui, Jiyao,Wang, Zhihong,Chen, Yueling,Liu, Tao.Indirect iterative learning control design based on 2DOF IMC for batch processes with input delay[A],PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017),2017,3587-3592 [35]刘涛.Recursive subspace identification subject to relatively slow time-varying load disturbance[J],International Journal of Control,,2017,91(3):622-638 [36]关润铎,刘涛,张方坤,霍焱.基于PBM的L-谷氨酸粒度分布控制优化[J],化工学报,2016,68(3):956-963 [37]Liu, Jingxiang,Liu, Tao,Zhang, Jie.Window-Based Stepwise Sequential Phase Partition for Nonlinear Batch Process Monitoring[J],INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH,2016,55(34):9229-9243 [38]Ren, Xuhui,Rong, Shili,Li, Zhuohan,Hao, Shoulin,Liu, Tao.LabVIEW Based Temperature Control Platform Design for a 4L Jacketed Reactor[A],35th Chinese Control Conference (CCC),2016,2016-August:9827-9830 [39]Tian, Hongyu,Sun, Xudong,Wang, Dong,Liu, Tao.Predictor based two-degree-of-freedom control design for industrial stable processes with long input delay[A],35th Chinese Control Conference (CCC),2016,2016-August:4348-4353 [40]Cui, Jiyao,Chen, Yueling,Liu, Tao.Discrete-time domain IMC-based PID control design for industrial processes with time delay[A],35th Chinese Control Conference (CCC),2016,2016-August:5946-5951 [41]Huo, Yan,Liu, Tao,Liu, Hui,Ma, Cai Y.,Wang, Xue Z..In-situ crystal morphology identification using imaging analysis with application to the L-glutamic acid crystallization[J],CHEMICAL ENGINEERING SCIENCE,2016,148:126-139 [42]董雅琳,许佳,刘涛.丙酮-丁醇-乙醇发酵过程尾气在线监测系统设计[A],第27届中国过程控制会议（CPCC2016）,2016,1 [43]Wang, Dong,Liu, Tao,Sun, Ximing,Zhong, Chongquan.Discrete-time domain two-degree-of-freedom control design for integrating and unstable processes with time delay[J],ISA TRANSACTIONS,2016,63(63):121-132 [44]Hao, Shoulin,Liu, Tao,Wang, Wei.Robust output feedback based iterative learning control for batch processes with input delay subject to time-varying uncertainties[A],28th Chinese Control and Decision Conference,2016,5790-5795 [45]Yan, Rui,Chen, Fengwei,Dong, Shijian,Liu, Tao.Gradient-based step response identification of low-order model for time delay systems[A],28th Chinese Control and Decision Conference,2016,5814-5819 [46]Chen, Yueling,Liu, Tao,García, Pedro,Albertos, Pedro.Analytical design of a generalised predictor-based control scheme for low-order integrating and unstable systems with long time delay[J],IET Control Theory and Applications,2016,10(8):884-893 [47]Du, Guang-Qing,Xue, Chuang,Zhao, Qian-Qian,Xu, Jia,Liu, Tao,Chen, Li-Jie,Mu, Ying,Bai, Feng-Wu.Design of online off-gas analysis system for anaerobic ABE fermentation and the strategy for improving biobutanol production[J],PROCESS BIOCHEMISTRY,2016,51(5):555-560 [48]侯杰,刘涛.基于新息估计和正交投影的闭环子空间模型辨识[J],自动化学报,2016,42(11):1657-1663 [49]刘涛.Phase partition for nonlinear batch process monitoring[A],2016,1182-1186 [50]刘涛.Output error model identification against unexpected load disturbance[A],2016,863-868 [51]刘涛.Analytical design of a generalized predictor-based control scheme for low-order integrating and unstable systems with long time delay[J],IET Control Theory & Application,2016,10(8):884-893 [52]刘涛.Sparsity-based image monitoring of crystal size distribution during crystallization[J],Journal of Crystal Growth,2016,25(5):1775-1789 [53]刘涛.Investigation of the operating conditions to morphology evolution of β-L-glutamic acid during seeded cooling crystallization[J],Journal of Crystal Growth,2016,469(2):136-143 [54]刘涛.基于PBM的L-谷氨酸粒度分布控制优化[J],化工学报,2016,68(3):956-963 [55]Dong, Shijian,Liu, Tao,Li, Mingzhong,Cao, Yi.Iterative identification of output error model for industrial processes with time delay subject to colored noise[J],CHINESE JOURNAL OF CHEMICAL ENGINEERING,2015,23(12):2005-2012 [56]Wang, Dong,Liu, Tao.Discrete-time domain two-degree-of-freedom control design for industrial stable processes with input time delay[A],34th Chinese Control Conference (CCC),2015,2015-September:2820-2825 [57]Ma, Cai Y.,Liu, Jing J.,Liu, Tao,Wang, Xue Z..Development of a Stereo Imaging System for Three-Dimensional Shape Measurement of Crystals[A],American Control Conference,2015,2015-July:4288-4294 [58]Li Qi,Liu Wenya,Ba Wei,Liu Tao.Online Monitoring of Glutamic Solution Concentration Based on PLS Regression[A],27th Chinese Control and Decision Conference (CCDC),2015,754-759 [59]刘涛.Recursive closed-loop PARSIM-E subspace identification[A],2015 [60]刘涛,陈丰伟.Iterative identification of output error model with time delay[A],2015,889-894目前担任仪表自动化工程国际重要SCI期刊ISA Transactions副编辑、控制学科国际重要期刊International Journal of Control编委、化学工程国际重要SCI期刊Industrial & Engineering Chemistry Research编委、控制工程国际期刊Systems Science and Control Engineering副编辑、工业过程控制领域国内重要核心期刊《控制工程》编委、国际自动控制联合会(IFAC)化工过程控制委员会委员、国际电气与电工技术协会(IEEE)系统辨识和自适应控制技术委员会委员、中国自动化学会控制理论专委会委员、中国过程控制工程专业委员会委员。
