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著作及论文​
专著:
  • Tao Liu, Furong Gao. Industrial Process Identification and Control Design: Step-test and Relay-experiment-based  Methods. Springer (in the series of Advances in Industrial Control): London UK, 2012.

国际杂志上发表的论文(系统辨识建模与在线监测):
  1. Tao Liu, Shijian Dong, Fengwei Chen, Dewei Li. Identification of discrete-time output error model using filtered input excitation for integrating processes with time delay. IEEE Transactions on Automatic Control, 2017, 62 (5), 2524-2530.

  2. Fengwei Chen, Marion Gilson, Hugues Garnier, Tao Liu. Identification of continuous-time ARMA models from irregularly sampled data using the EM algorithm. Automatica, 2017, 77 (3), 293-301.

  3. Tao Liu, Shijian Dong, Shili Rong, Chongquan Zhong. Identification of discrete-time model with integer delay and control design for cooling processes with application to jacketed crystallizers. IEEE Transactions on Control System Technology, 2017, 25 (5), 1775-1789.

  4. Tao Liu, Yan Huo, Cai Y. Ma, Xue Z. Wang. Sparsity-based image monitoring of crystal size distribution during crystallization. Journal of Crystal Growth, 2017, 469 (2), 160-167.

  5. Jingxiang Liu, Tao Liu*,Junghui Chen. Sequential local-based Gaussian mixture model for monitoring multiphase batch processes. Chemical Engineering Science,2018,181, 101-113.

  6. Fengwei Chen, Marion Gilson, HuguesGarnier, Tao Liu.EM-based identification of continuous-time ARMA Models from irregularly sampled data. Automatica,2017,77 (3), 293-301.

  7. YanHuo, Tao Liu*,XueZ.Wang,CaiY.Ma,Xiongwei Ni.On-line detection of particle agglomeration during solution crystallization by microscopic double-view image analysis. Ind. Eng. Chem. Res.,2017,56 (39), 11257-11269.

  8. Shijian Dong, Tao Liu*,Qing-Guo Wang.Identification of dual-rate sampled systems with time delay subject to load disturbance.IET Control Theory & Application,2017,11 (9), 1404-1413.

  9. JieHou, Tao Liu*,Qing-Guo Wang. Recursive subspace identification subject to relatively slow time-varying load disturbance. International Journal of Control, 2018,91 (3), 622-638.

  10. Fengwei Chen, Marion Gilson, HuguesGarnier, Tao Liu. Robust time-domain output error method for identifying continuous-time systems with time delay. Systems & Control Letters, 2017,102 (1), 81-92.

  11. Fengwei Chen, HuguesGarnier, Marion Gilson, Juan C. Agüero,Tao Liu.Refined instrumental variable parameter estimation of continuous-time Box–Jenkinsmodels from irregularly sampled data. IET Control Theory & Application, 2017,11 (2), 291-300.

  12. Shengnan Zhang, Tao Liu*,JieHou, Xiongwei Ni.LQ decomposition based subspace identification under deterministic type disturbance.Systems Science & Control Engineering, 2017,5 (1), 243-251.

  13. JieHou, Tao Liu*,Fengwei Chen. Orthogonal projection based subspace identification against colored noise. Control Theory and Technology, 2017, 15 (1), 69-77.

  14. Fengwei Chen, Tao Liu. Iterative identification of discrete-time output-error model with time delay. Journal of Central South University, 2017,24 (3), 647-654.

  15. Shijian Dong, Tao Liu, Wei Wang, Jie Bao, Yi Cao. Identification of discrete-time output error model for industrial processes with time delay subject to load disturbance. Journal of Process Control, 2017, 50 (2), 40-55.

  16. Fangkun Zhang, Tao Liu, Xue Z. Wang, Jingxiang Liu, Xiaobin Jiang. Comparative study on ATR-FTIR calibration models for monitoring solution concentration in cooling crystallization. Journal of Crystal Growth, 2017, 459 (1), 50-55.

  17. Fangkun Zhang, Tao Liu, Yan Huo, Runduo Guan, Xue Z. Wang. Investigation of the operating conditions to morphology evolution of β-L-glutamic acid during seeded cooling crystallization. Journal of Crystal Growth, 2017, 469 (2), 136-143.

  18. Yan Huo, Tao Liu, Hui Liu, Cai Y. Ma, Xue Z. Wang. In-situ crystal morphology identification using imaging analysis with application to the L-Glutamic acid crystallization. Chemical Engineering Science, 2016, 148 (12), 126-139.

  19. Jingxiang Liu, Tao Liu, Jie Zhang. Window-based step-wise sequential phase partition for nonlinear batch process monitoring. Ind. Eng. Chem. Res., 2016; 55 (34): 9229-9243.

  20. Guang-Qing Du, Chuang Xue, Jia Xu, Tao Liu, Ying Mu, Li-Jie Chen, Feng-Wu Bai. Design of online off-gas analysis system for anaerobic ABE fermentation and the strategy for improving biobutanol production. Process Biochemistry, 2016, 51 (5), 555-560.

  21. Shijian Dong, Tao Liu, Mingzhong Li, Yi Cao. Iterative identification of output error model for industrial processes with time delay subject to colored noise. Chinese Journal of Chemical Engineering, 2015, 23 (12), 2005-2012.

  22. Rui Yan, Tao Liu, Fengwei Chen,Shijian Dong. Gradient-based step response identification of overdamped processes with time delay. Systems Science & Control Engineering, 2015, 1,1-28.

  23. Tao Liu, Biao Huang, S. Joe Qin. Bias-eliminated subspace model identification under time-varying deterministic type load disturbance. Journal of Process Control, 2015, 25 (1), 41-49.

  24. Hongwei Wang, Tao Liu. Recursive state-space identification of non-uniformly sampled systems using singular value decomposition. Chinese Journal of Chemical Engineering, 2014, 22 (9), 1268-1273.

  25. Tao Liu,Qing-Guo Wang, Hsiao一Ping Huang. A tutorial review on process identification from step or relay feedback test. Journal of Process Control, 2013, 23, 1597-1623.

  26. Tao Liu, Cheng Shao. An extended closed-loop subspace identification method for error-in-variables systems. Chinese Journal of Chemical Engineering, 2012, 20 (6), 1136-1141.

  27. Tao Liu, Cheng Shao. Closed-loop step identification of low-order continuous-time process model with time delay for enhanced controller autotuning. International Journal of Systems, Control and Communications, 2012, 4 (4), 225-249.

  28. Tao Liu, Feng Zhou, Yi Yang, Furong Gao. Step response identification under inherent-type load disturbance with application to injection molding. Ind. Eng. Chem. Res., 2010, 49 (22), 11572-11581.

  29. Tao Liu, Furong Gao. A frequency domain step response identification method for continuous-time processes with time delay. Journal of Process Control, 2010, 20(7), 800-809.

  30. Tao Liu, Furong Gao. Closed-loop step response identification of integrating and unstable processes. Chemical Engineering Science, 2010, 65(10), 2884-2895.

  31. Tao Liu, Furong Gao. A generalized approach for relay identification of time delay and nonminimum phase processes. Automatica, 2009, 45 (4), 1072-1079.

  32. Tao Liu, Ke Yao, Furong Gao. Identification and autotuning of temperature control system with application to injection molding. IEEE Transactions on Control System Technology, 2009, 17 (6), 1282-1294.

  33. Tao Liu, Furong Gao. Robust step-like identification of low-order process model under nonzero initial conditions and disturbances. IEEE Transactions on Automatic Control, 2008, 53 (11), 2690-2695.

  34. Tao Liu, Furong Gao, Youqing Wang. A systematic approach for on-line identification of second-order process model from relay feedback test. AIChE Journal, 2008, 54 (6), 1560-1578.

  35. Tao Liu, Furong Gao. Identification of integrating and unstable processes from relay feedback. Computers & Chemical Engineering, 2008, 32 (12), 3038-3056.

  36. Tao Liu, Furong Gao. Alternative identification algorithms for obtaining a first-order stable/unstable process model from a single relay feedback test. Ind. Eng. Chem. Res., 2008, 47 (4), 1140-1149.

国际杂志上发表的论文(控制系统设计):
  1. Tao Liu*, Pedro García, Yueling Chen, Xuhui Ren, Pedro Albertos, Ricardo Sanz. New Predictor and 2DOF Control Scheme for Industrial Processes with Long Time Delay. IEEE Transactions on Industrial Electronics,2018, 65 (5), 4247-4256.

  2. Tao Liu*, ShoulinHao, Dewei Li, Wen-Hua Chen, Qing-Guo Wang. Predictor-based disturbance rejection control for sampled systems with input delay. IEEE Transactions on Control System Technology, 2017, published on line, http://dx.doi.org/10.1109/TCST.2017.2781651.

  3. ShoulinHao, Tao Liu*, Bin Zhou. Predictor-based output feedback control design for sampled systems with input delay subject to disturbance. IET Control Theory & Application, 2017, 11(18), 3329-3340.

  4. Shoulin Hao, Tao Liu, Wojciech Paszke, Krzysztof Galkowski. Robust iterative learning control for batch processes with input delay subject to time-varying uncertainties. IET Control Theory & Application, 2016, 10(15), 1904-1915.

  5. Dong Wang, Tao Liu, Ximing Sun, Chongquan Zhong. Discrete-time domain two-degree-of-freedom control for integrating and unstable processes with time delay. ISA Transactions, 2016, 63, 121-132.

  6. Yueling Chen, Tao Liu, Pedro García, Pedro Albertos. Analytical design of a generalized predictor-based control scheme for low-order integrating and unstable systems with long time delay. IET Control Theory & Application, 2016, 10(8), 884-893.

  7. Shoulin Hao, Tao Liu, Jie Zhang, Ximing Sun, Chongquan Zhong. Robust output feedback stabilization for discrete-time systems with time-varying input delay. Systems Science & Control Engineering, 2015, 3(1): 300-306.

  8. Tao Liu, Xue Z. Wang, Junghui Chen. Robust PID based indirect-type iterative learning control for batch processes with time-varying uncertainties. Journal of Process Control, 2014, 24 (12), 95-106.

  9. Tao Liu, Youqing Wang. A synthetic approach for robust constrained iterative learning control of piecewise affine batch processes. Automatica, 2012, 48 (11), 2762-2775.

  10. Youqing Wang, Tao Liu, Zhong Zhao. Advanced PI control with simple learning set-point design: Application on batch processes and robust stability analysis. Chemical Engineering Science, 2012, 71 (1), 153-165.

  11. Tao Liu, Furong Gao. Enhanced IMC design of load disturbance rejection for integrating and unstable processes with slow dynamics. ISA Transactions, 2011, 50 (2), 239-248.

  12. Tao Liu, Furong Gao. Robust two-dimensional iterative learning control for batch processes with state delay and time-varying uncertainties. Chemical Engineering Science, 2010, 65(23), 6134-6144.

  13. Tao Liu, Furong Gao, Youqing Wang. IMC-based iterative learning control for batch processes with uncertain time delay. Journal of Process Control, 2010, 20 (2), 173-180.

  14. Tao Liu, Furong Gao. New insight into internal model control filter design for load disturbance rejection. IET Control Theory & Application, 2010, 4 (3), 448-460.

  15. Tao Liu, Danying Gu, Weidong Zhang. Decoupled two-degree-of-freedom control strategy for cascade control systems. Journal of Process Control, 2005, 15 (2), 159-167.

  16. Tao Liu, Weidong Zhang, Danying Gu. New IMC-based control strategy for open-loop unstable cascade processes. Ind. Eng. Chem. Res., 2005, 44 (4), 900-909.

  17. Tao Liu, Weidong Zhang, Danying Gu. Analytical two-degree-of-freedom tuning design for open-loop unstable processes with time delay. Journal of Process Control, 2005, 15 (5), 559-572.

  18. Tao Liu, Xing He, Weidong Zhang. Analytical decoupling control design for dynamic plants with double integrators and time delay. IEE Control Theory & Appl., 2004, 151 (6), 745-753.

  19. Tao Liu, Yunze Cai, Danying Gu, Weidong Zhang. New modified Smith predictor scheme for controlling integrating and unstable processes. IEE Control Theory & Appl., 2005, 152 (2), 238-246. 

  20. Tao Liu, Zhonghui Hu, Rupo Yin, Xiaoming Xu. New analytical design of Smith predictor controller for high order systems. IMechE Part I: Journal of Systems and Control Engineering, 2005, 219 (4), 271-281. 

国际杂志上发表的论文(多变量过程的解耦控制):
  1. Tao Liu, Weidong Zhang, Furong Gao. Analytical decoupling control strategy using a unity feedback control structure for MIMO processes with time delays. Journal of Process Control, 2007, 17 (2), 173-186. 

  2. Tao Liu, Weidong Zhang, Furong Gao. Analytical two-degrees-of-freedom (2-DOF) decoupling control scheme for moltiple-input-multiple-output (MIMO) processes with time delays. Ind. Eng. Chem. Res., 2007, 46 (20), 6546-6557. 

  3. Weidong Zhang, Tao Liu, Frank Allgower. Controller parameterization for SISO and MIMO plants with time delay. Systems & Control Letters, 2006, 55 (10), 794-802. 

  4. Tao Liu, Weidong Zhang, Danying Gu. Analytical design of decoupling internal model control (IMC) scheme for two-input-two-output (TITO) processes with time delays. Ind. Eng. Chem. Res., 2006, 45 (9), 3149-3160.

  5. Tao Liu, Weidong Zhang, Danying Gu. Analytical multiloop PI/PID controller design for two-by-two processes with time delays. Ind. Eng. Chem. Res., 2005, 44 (6), 1832-1841.

国际会议论文:
  1. Shoulin Hao, Tao Liu*, Wojciech Paszke, Krzysztof Gałkowski. PI based indirect-type ILC for batch processes with time-varying uncertainties: A new perspective. The 37th Chinese Control Conference (CCC), Wuhan, China, July 25-27, 2018, 2723-2728.

  2. Weixu Chen, Fangkun Zhang, Tao Liu*, Xiongwei Ni. Parameter estimation for batch crystallization processes using automatic differentiation. The 37th Chinese Control Conference (CCC), Wuhan, China, July 25-27, 2018, 1809-1814.

  3. Jingxiang Liu, Tao Liu*, Junghui Chen. Iterative identification of output error model with time delay. The 10th IFAC Symposium on Advanced Control of Chemical Processes, Shenyang, China, July 25-27, 2018, 488-493.

  4. Jie Hou, Tao Liu*, Bo Wahlberg, Magnus Jansson. Subspace Hammerstein model identification under periodic disturbance. The 18th IFAC Symposium on System Identification, Stockholm, Sweden, July 9-11, 2018, 880-885.

  5. Kang Zou, Tao Liu, Yan Huo, Fangkun Zhang, Xiongwei Ni. Image analysis for in-situ detection of agglomeration for needle-like crystals. The 36th Chinese Control Conference (CCC), Dalian, China, July 26-28, 2017, 11515-11520.

  6. Jiyao Cui, Zhihong Wang, Yueling Chen, Tao Liu*. Indirect iterative learning control design based on 2DOF IMC for batch processes with input delay. The 36th Chinese Control Conference (CCC), Dalian, China, July 26-28, 2017, 3587-3592.

  7. Shengnan Zhang, Jie Hou, Tao Liu. Bias-eliminated subspace identification by LQ decomposition against unexpected disturbance with deterministic dynamics. The 36th Chinese Control Conference (CCC), Dalian, China, July 26-28, 2017, 2310-2314.

  8. Shoulin Hao, Tao Liu, Qing-Guo Wang. Enhanced active disturbance rejection control for time delay systems. The 20th IFAC World Congress, Toulouse, France, July 9-14, 2017, 7802-7807.

  9. Hongyu Tian, Xudong Sun, Dong Wang, Tao Liu. Predictor based two-degree-of-freedom control design for industrial stable processes with long input delay. The 35th Chinese Control Conference (CCC), Chengdu, China, July 27-29, 2016, 4348-4353.

  10. Jiyao Cui, Yueling Chen, Tao Liu. Discrete-time domain IMC-based PID control design for industrial processes with time delay. The 35th Chinese Control Conference (CCC), Chengdu, China, July 27-29, 2016, 5946-5951.

  11. Xuhui Ren, Shili Rong, Zhuohan Li, Shoulin Hao, Tao Liu. LabVIEW based temperature control platform design for a 4L jacketed reactor. The 35th Chinese Control Conference (CCC), Chengdu, China, July 27-29, 2016, 49827-9830.

  12. Shijian Dong, Tao Liu, Fengwei Chen. Output error model identification against unexpected load disturbance. The 11th IFAC International Symposium on Dynamics and Control of Process Systems, Trondheim, Norway, June 6-8, 2016, 863-868.

  13. Jingxiang Liu, Tao Liu, Jie Zhang. Phase partition for nonlinear batch process monitoring. The 11th IFAC International Symposium on Dynamics and Control of Process Systems, Trondheim, Norway, June 6-8, 2016, 1182-1186.

  14. Jie Hou, Tao Liu. Recursive Closed-loop PARSIM-E Subspace Identification. The 17th IFAC Symposium on System Identification Beijing International Convention Center
    October 19-21, 2015. Beijing, China,2015, 1-6.

  15. Dong Wang, Tao Liu. Discrete-time domain two-degree-of-freedom control design for industrial stable processes with input time delay. The 34th Chinese Control Conference (CCC), 2015, 1-6.

  16. Shijian Dong, Tao Liu, Fengwei Chen. Iterative Identification of Output Error Model with Time Delay. The 9th IFAC Symposium on Advanced Control of Chemical Processes ADCHEM 2015 - Whistler, Canada, 7-10 June 7-10, 2015, 48(8): 888–893.

  17. Tao Liu, Cheng Shao, Xue Z. Wang. Robust PI based set-point learning control for batch processes subject to time-varying uncertainties and load disturbance. The 19th IFAC World Congress, Cape Town, South Africa, Aug 24-29, 2014, 1272-1277.

  18. Jie Hou, Tao Liu, Xue Z. Wang. Recursive state-space identification of non-uniformly sampled-data systems using QR decomposition. Proceedings of the 10th World Congress on Intelligent Control and Automation (WCICA), Shenyang, China, June 30-July 2, 2014, 3181-3185.

  19. Shili Rong, Shijian Dong, Rui Yan, Tao Liu. Dynamic simulation of a double-capacity water tank system using gPROMS. Proceedings of the 10th World Congress on Intelligent Control and Automation (WCICA), Shenyang, China, June 30-July 2, 2014, 6072-6075.

  20. Tao Liu, Cheng Shao, Xue Z. Wang. Consistency analysis of orthogonal projection based closed-loop subspace identification methods. The 12th European Control Conference (ECC), Zurich, July 17-19, 2013, v1, 1428-1432.

  21. Tao Liu. A Bias-eliminated subspace identification method for errors-in-variables systems. International Symposium on Advanced Control of Chemical Processes (ADCHEM), Singapore, July 10-13, 2012, v1, 166-171.

  22. Tao Liu. Flexible Closed-loop iterative learning control for industrial batch processes with state delay and time-varying uncertainties. The 7th IFAC Symposium on Robust Control Design, Aalborg, Denmark, June 20-22, 2012, v1, 219-224.

  23. Tao Liu. A survey on control-oriented model identification in process industries: using a step or relay test. The 8th European Congress of Chemical Engineering (ECCE), Berlin, Germany, Sep 25-28, 2011.

  24. Tao Liu, Ionut Muntean, Youqing Wang. Two-dimensional iterative learning control for batch processes with state delay and time-varying uncertainties. The 18th IFAC World Congress, Milan, Italy, Aug 28-Sep 2, 2011, v1, 12255-12260.

  25. Tao Liu. Closed-loop step response identification for improving on-line autotuning of load disturbance rejection. The 30th Chinese Control Conference (CCC), Yantai, China, July 22-24, 2011, v1, 6328-6333.

  26. Tao Liu, Furong Gao. Enhanced IMC-based Load Disturbance Rejection Design for Integrating Processes with Slow Dynamics. 2010 IFAC International Symposium on Dynamics and Control of Process Systems, Leuven, Belgium, July 5-7, 2010, v1, 67-72.

  27. Tao Liu, Furong Gao, Chunhui Zhao. Identification of low-order process model with time delay from closed-loop step test. Proceedings of the 48th IEEE Conference on Decision and Control, Shanghai, P. R. China, Dec 16-18, 2009, v1, 2587-2591.

  28. Chunhui Zhao, Tao Liu, Furong Gao. Improved independent component regression modeling. Proceedings of the 48th IEEE Conference on Decision and Control, Shanghai, P. R. China, Dec 16-18, 2009, v1, 2511-2516.

  29. Tao Liu, Furong Gao, Chunhui Zhao. Identification of time delay model for integrating processes from closed-loop step test. The 7th Asia Control Conference (ASCC), Hong Kong, August 27-29, 2009, v1, 615-619.

  30. Chunhui Zhao, Furong Gao, Tao Liu, Fuli Wang. An improved statistical modeling strategy by spectroscopy for online monitoring and diagnosis of batch processes. The 7th Asia Control Conference (ASCC), Hong Kong, August 27-29, 2009, v1, 895-898.

  31. Tao Liu, Furong Gao. Identification of unstable processes from closed-loop step test. 2009 International Symposium on Advanced Control of Chemical Processes (ADCHEM), Istanbul, Turkey, July 12-15, 2009, v1, 466-470.

  32. Tao Liu, Furong Gao. Relay-based autotuning of PID controller for improved load disturbance rejection. The 17th IFAC World Congress, Seoul, Korea, July 7-12, 2008, v4, 10933-10938.

  33. Tao Liu, Danying Gu, Weidong Zhang. A H infinity design method of PID controller for second-order processes with integrator and time delay. Proceedings of the 42nd IEEE Conference on Decision and Control, 2003, v6, 6044-6049.

  34. Tao Liu, Danying Gu, Weidong Zhang. A novel control scheme for typical unstable processes with time delay. Proceedings of the American Control Conference, 2004, v6, 4867-4872.

  35. Danying Gu, Tao Liu, Weidong Zhang. Study on the relationships between two typical modeling methods in process control. Proceedings of the 42nd IEEE Conference on Decision and Control, 2003, v4, 4082-4083.

  36. Danying Gu, Tao Liu, Linlin Ou, Weidong Zhang. ABR traffic control over ATM network using two-degree-of-freedom Smith predictor. Proceedings of the 43rd IEEE Conference on Decision and Control, 2004, v5, 5158-5161.

中文期刊论文:

 

  1. 马泽文, 刘涛*, 孙旭东. 基于CFD1L结晶搅拌反应釜流场分析及改进. 系统仿真学报. 2018, 30 (5), 1900-1907.

  2. 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. 光谱学与光谱分析. 2017, 37 (10), 3011-3015.

  3. 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. 化工学报. 2017, 68 (3), 956-963.

  4. 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. 生物工程学报. 2017, 33 (1), 68-78.

  5. 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. 自动化学报 (ACTA AUTOMATICA SINICA). 2016, 42 (11), 1657-1663.

 

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