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

61633006
2016
F0302.控制系统与应用
刘涛
重点项目
教授
大连理工大学
260万元
在线过程监测;工业结晶过程控制;图像检测;批量控制与优化;红外光谱检测
2017-01-01到2021-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 原位红外光谱检测结晶过程溶液浓度的小波函数标定建模方法 专利 刘涛;裴小静;仲崇权;赵珺;渠啸宇;吴洋
2 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 期刊论文 王路;刘涛;陈洋;孙亚琴;修志龙
3 一种在线紫外监测苯并三氮唑连续结晶过程的方法 专利 王学重;张露;张扬
4 Identification of discrete-time model with integer delay and control design for cooling processes with application to jacketed crystallizers 期刊论文 Tao Liu;Shijian Dong;Shili Rong;Chongquan Zhong
5 Image analysis for in-situ detection of agglomeration for needle-like crystals 会议论文 Kang Zou;Tao Liu;Yan Huo;Fangkun Zhang;Xiongwei Ni
6 一种基于近红外光谱监测流化床干燥过程状态的方法 专利 刘涛;穆国庆;夏良志;于才渊
7 Indirect iterative learning control design based on 2DOF IMC for batch processes with input delay 会议论文 Jiyao Cui;Zhihong Wang;Yueling Chen;Tao Liu
8 Refined instrumental variable parameter estimation of continuous-time Box–Jenkins models from irregularly sampled data 期刊论文 Fengwei Chen;Hugues Garnier;Marion Gilson;Juan C. Agüero;Tao Liu
9 Parameter Estimation for Batch Crystallization Processes using Automatic Differentiation 会议论文 Weixu Chen;Fangkun Zhang;Tao Liu;Xiongwei Ni
10 基于CFD 的结晶搅拌反应釜流场分析与改进 期刊论文 马泽文;刘涛;孙旭东
11 Quality prediction for multi-grade processes by just-in-time latent variable modeling with integration of common and special features 期刊论文 Jingxiang Liu;Tao Liu;Junghui Chen
12 Data-driven modelling of product crystal size distribution and optimal input design for batch cooling crystallization processes 期刊论文 Jingxiang Liu;Tao Liu;Junghui Chen;Hong Yue;Fangkun Zhang;Feiran Sun
13 Process Analytical Technology (PAT) Aided Identification of Operational Spaces Leading to Tailored Crystal Size Distributions in Azithromycin Crystallization via Coordinated Cooling and Solution Mediated Phase Transition 期刊论文 Tang Xi H.;Li Yang;Liu Jing J.;Zhang Yang;Wang Xue Z.
14 “兴辽英才计划”科技创新领军人才(辽宁特聘教授) 奖励 刘涛
15 Image Analysis of Crystal Size Distribution and Agglomeration for Beta form-L-Glutamic Acid Crystallization Based on YOLOv4 Deep Learning 会议论文 Zhenyu Jiang;Tao Liu;Yan Huo;Ji Fan
16 管道传输气体超声波流量计的新设计方法 期刊论文 董雅琳;刘涛;仲崇权
17 Identification of discrete-time output error model using filtered input excitation for integrating processes with time delay 期刊论文 Tao Liu;Shijian Dong;Fengwei Chen;Dewei Li
18 In-situ measurement of 3D crystal size distribution by double-view image analysis with case study on L-glutamic acid crystallization 期刊论文 Yan Huo;Tao Liu;Yixuan Yang;Cai Y. Ma;Xue Z. Wang;Xiongwei Ni
19 基于近红外光谱实时监测乙醇发酵过程多组分参数 期刊论文 王旭东;刘涛;薛闯;王子璇;孙旭东
20 基于FT-NIR光谱技术在线监测乙醇发酵过程的标定建模 期刊论文 王旭东;刘涛;孙旭东
21 Real-Time Characterization of Crystal Shape and Size Distribution Based on Moving Window and 3D Imaging in a Stirred Tank 期刊论文 Rui Zhang;Xuezhong Wang;Yang Zhang;Tao Liu
22 2017年第28届中国过程控制会议“张钟俊院士”优秀论文奖(Heating-up control with delay-free output prediction for industrial jacketed reactors) 奖励 刘涛;田宏宇;荣世立;仲崇权
23 2021年中国自动化大会最佳理论论文奖(Image Analysis of Crystal Size Distribution and Agglomeration for beta form L-Glutamic Acid Crystallization based on YOLOv4 Deep Learning) 奖励 Zhenyu Jiang;Tao Liu;Yan Huo;Ji Fan
24 Augmented quadrature method of moments for solving population balance equations of industrial crystallization processes 会议论文 Chunqing Jin;Yao Wang;Feiran Sun;Tao Liu;Yi Cao
25 Heating-up control with delay-free output prediction for industrial jacketed reactors based on step response identification 期刊论文 Tao Liu;Hongyu Tian;Shili Rong;Chongquan Zhong
26 A multi-component mass transfer rate based model for simulation of non-equilibrium growth of crystals 期刊论文 Shu Yi D.;Li Yang;Zhang Yang;Liu Jing J.;Wang Xue Z.
27 Identification of Hammerstein systems with time delay under load disturbance 期刊论文 Shijian Dong;Tao Liu;Qing-Guo Wang
28 Anti-windup design of active disturbance rejection control for sampled systems with input delay 期刊论文 Xinpeng Geng;Tao Liu;Shoulin Hao;Chongquan Zhong;Qing-Guo Wang
29 Subspace identification of Hammerstein-type nonlinear systems subject to unknown periodic disturbance 期刊论文 Jie Hou;Tao Liu;Qing-Guo Wang
30 一种基于双目视觉监测结晶过程方块状和柱状晶体三维尺寸的方法 专利 刘涛;霍焱;张方坤;刘惠;仲崇权
31 添加剂作用下阿司匹林结晶模拟和实验研究 期刊论文 李闯;张扬;刘小娟;王学重
32 过程辨识建模与控制 专著 刘涛;郝首霖;那靖;王友清
33 Generalized predictor based active disturbance rejection control for non-minimum phase systems 期刊论文 Xinpeng Geng;Shoulin Hao;Tao Liu;Chongquan Zhong
34 Identification of output error model for linear time delay systems subject to load disturbance with unknown dynamics 会议论文 Saurabh Pandey;Tao Liu
35 Recursive subspace identification subject to relatively slow time-varying load disturbance 期刊论文 Jie Hou;Tao Liu;Qing-Guo Wang
36 EM-based identification of continuous-time ARMA Models from irregularly sampled data 期刊论文 Fengwei Chen;Juan C. Agüero;Marion Gilson;Hugues Garnier;Tao Liu
37 Kinetic parameter estimation for cooling crystallization process based on cell average technique and automatic differentiation 期刊论文 Feiran Sun;Tao Liu;Yi Cao;Xiongwei Ni;Zoltan Kalman Nagy
38 微生物发酵尾气在线监测与仪器自校正标定 期刊论文 许佳;刘涛
39 在线成像结合红外光谱技术对头孢克肟反应结晶过程的工艺优化 期刊论文 于帅;张扬;王学重
40 工业生产过程的抗扰辨识建模与鲁棒批次控制 奖励 刘涛;王友清;高福荣
41 Parametric identification of output error model for sampled systems with integer-type time delay subject to load disturbance with unknown dynamics 期刊论文 Saurabh Pandey;Tao Liu;Qing-Guo Wang
42 On-line detection of particle agglomeration during solution crystallization by microscopic double-view image analysis 期刊论文 Yan Huo;Tao Liu;Xue Z. Wang;Cai Y. Ma;Xiongwei Ni
43 Reinforced adaptive parameter estimation with prescribed transient convergence performance 期刊论文 Jing Na;Yingbo Huang;Tao Liu;Quanmin Zhu
44 碳酸铈反应结晶过程研究 期刊论文 李钿;张扬;王学重
45 第32届中国过程控制会议学生优秀论文张贴奖(Spectral Calibration Model Building by Wavelet Function Regression for In-Situ Measurement of Crystallization Solution Concentration Using ATR-FTIR Spectroscopy) 奖励 Xiaojing Pei;Tao Liu;Siwei Yang;Wei Wang
46 Predictor Based 2DOF Control Design for Inverse Response Processes with Time Delay 会议论文 Zhencai Wang;Hongyu Tian;Xinpeng Geng;Jiyao Cui;Tao Liu
47 Image based measurement of population growth rate for L-glutamic acid crystallization 会议论文 Suisui Chen;Tao Liu;Degang Xu;Yan Huo;Yixuan Yang
48 PIO Based Data-Driven Iterative Learning Control for Nonlinear Batch Processes with Nonrepetitive Disturbances Subject to Input Constraints 会议论文 Shoulin Hao;Tao Liu;Wojciech Paszke
49 Solubility of N-tert-Butylbenzothiazole-2-sulfenamide in Several Pure and Binary Solvents 期刊论文 Zhan Ningxin;Zhang Yang;Wang Xue Zhong
50 基于PBM的L-谷氨酸粒度分布控制优化 期刊论文 关润铎;刘涛;张方坤;霍焱
51 LQ decomposition based subspace identification under deterministic type disturbance 期刊论文 Shengnan Zhang;Tao Liu;Jie Hou;Xiongwei Ni
52 Orthogonal projection based subspace identification against colored noise 期刊论文 Jie Hou;Tao Liu;Fengwei Chen
53 Predictor-based disturbance rejection control design for low-order stable and integrating processes with time delay 会议论文 Rudong Zang;Shoulin Hao;Tao Liu;Qing-Guo Wang
54 Sequential local-based Gaussian mixture model for monitoring multiphase batch processes 期刊论文 Jingxiang Liu;Tao Liu;Junghui Chen
55 一种纳米铝碳酸镁晶体悬浮液及其制备方法 专利 王学重;王小康;张扬
56 Study on Co-Crystallization of LCZ696 Using In Situ ATR-FTIR and Imaging 期刊论文 Liu Xiao Juan;Zhang Yang;Wang Xue Zhong
57 Output feedback based iterative learning control with finite frequency range specifications via a heuristic approach for batch processes with polytopic uncertainties 会议论文 Shoulin Hao;Tao Liu;Wojciech Paszke;Hongfeng Tao
58 Novel common and special feature extraction for monitoring multi-grade processes 期刊论文 Jingxiang Liu;Tao Liu;Junghui Chen;Pan Qin
59 2018年中国过程控制会议优秀张贴论文奖 (Automatic Differentiation based Parameter Estimation for Batch Crystallization Processes) 奖励 陈伟旭;刘涛;张方坤;倪雄伟
60 Considering nucleation, breakage and aggregation in morphological population balance models for crystallization processes 期刊论文 Shu Yi D.;Liu Jing J.;Zhang Yang;Wang Xue Z.
61 Robust static output feedback based ILC design with finite frequency specifications for batch processes with time-varying uncertainties 会议论文 Shoulin Hao;Tao Liu;Wojciech Paszke
62 Anti-windup disturbance rejection control design for sampled systems with output delay and asymmetric actuator saturation constraint 会议论文 Xinpeng Geng;Zhencai Wang;Shoulin Hao;Tao Liu;Zoltan Kalman Nagy
63 Seed recipe design for batch cooling crystallization with application to L-glutamic acid 期刊论文 Fangkun Zhang;Tao Liu;Weixu Chen;Cai Y. Ma;Xue Z. Wang
64 Extended state observer based indirect-type ILC for single-input single-output batch processes with time- and batch-varying uncertainties 期刊论文 Shoulin Hao;Tao Liu;Eric Rogers
65 一种溶液结晶制备纯卡马西平-丙二酸共晶的方法 专利 王学重;苏婕;张扬
66 基于溶液温度差谱分析的ATR-FTIR原位测量方法 期刊论文 张方坤;刘涛;关润铎
67 Solubility of Dimethyl 2,2 '-Azobis(2-methylpropionate) in 15 Pure Solvents and in a Methanol plus Water Binary Solvent System 期刊论文 Li Yang;Zhang Yang;Wang Xue Zhong
68 带执行器对称饱和约束的时滞采样系统反饱和控制方法 专利 刘涛;耿新鹏;郝首霖;仲崇权;夏浩;朱理
69 一种花状微球碳酸铈和二氧化铈的制备方法 专利 王学重;李钿;张扬
70 Optimization of β-L-glutamic Acid Crystallization Processes via Moving Horizon Estimation 会议论文 Yao Wang;Yan Cui;Tao Liu;Feiran Sun
71 Sparsity-based image monitoring of crystal size distribution during crystallization 期刊论文 Tao Liu;Yan Huo;Cai Y. Ma;Xue Z. Wang
72 U-model based predictive control for nonlinear processes with input delay 期刊论文 Xinpeng Geng;Quanmin Zhu;Tao Liu;Jing Na
73 Comparative study on ATR-FTIR calibration models for monitoring solution concentration in cooling crystallization 期刊论文 Fangkun Zhang;Tao Liu;Xue Z Wang;Jingxiang Liu;Xiaobin Jiang
74 基于近红外光谱检测发酵过程生物量和组分浓度的方法 专利 刘涛;王旭东;孙旭东;薛闯;孟庆伟;仲崇权
75 一种片状碳酸铈的诱导结晶方法 专利 王学重;李钿;张扬
76 一种在线紫外监测阿司匹林合成过程的方法 专利 王学重;杨海武;张扬
77 Bias-eliminated subspace identification by LQ decomposition against unexpected disturbance with deterministic dynamics 会议论文 Shengnan Zhang;Jie Hou;Tao Liu
78 Improved PI based indirect-type ILC for batch processes with time-varying uncertainties: A new perspective 会议论文 Shoulin Hao;Tao Liu;Wojciech Paszke;Krzysztof Gałkowski
79 Discrete-time 2DOF control design with a generalized predictor for stable and integrating processes with time delay 会议论文 Yongzhi Zhou;Tao Liu;Shoulin Hao
80 Chiral symmetry breaking due to impeller size in cooling crystallization of sodium chlorate 期刊论文 Xiongwei Ni;Rachel Shepherd;Jennifer Whitehead;Tao Liu
81 PI based indirect-type iterative learning control for batch processes with time-varying uncertainties 期刊论文 Shoulin Hao;Tao Liu;Furong Gao
82 一种基于枚举法设计和筛选结晶过程溶剂的方法 专利 张扬;陶玲;王学重
83 Enhanced active disturbance rejection control for time delay systems 会议论文 Shoulin Hao;Tao Liu;Qing-Guo Wang
84 Real-time endpoint detection of fluidized bed drying process based on a switching model of near-infrared spectroscopy 期刊论文 Guoqing Mu;Tao Liu;Junghui Chen;Liangzhi Xia;Caiyuan Yu
85 Identification of dual-rate sampled systems with time delay subject to load disturbance 期刊论文 Shijian Dong;Tao Liu;Qing-Guo Wang
86 U-net based deep-learning image monitoring of crystal size distribution during L-glutamic acid crystallization 会议论文 Yan Huo;Tao Liu;Zhenyu Jiang;Ji Fan
87 Investigation of the operating conditions to morphology evolution of β-L-glutamic acid during seeded cooling crystallization 期刊论文 Fangkun Zhang;Tao Liu;Yan Huo;Runduo Guan;Xue Z. Wang
88 Subspace model identification under load disturbance with unknown transient and periodic dynamics 期刊论文 Tao Liu;Jie Hou;S. Joe Qin;Wei Wang
89 Secondary Nucleation Kinetics of AIBN Crystallisation in Methanol: Online Imaging-Based Measurement and Modelling 期刊论文 Li Yang;Zhang Yang;Wang Xue Zhong
90 Semi-supervised learning based calibration model building of NIR spectroscopy for in-situ measurement of biochemical processes under insufficiently and inaccurately labeled samples 期刊论文 Guoqing Mu;Tao Liu;Chuang Xue;Junghui Chen
91 “兴辽英才计划”科技创新领军人才 奖励 孟庆伟
92 Identification of discrete-time output error model for industrial processes with time delay subject to load disturbance 期刊论文 Shijian Dong;Tao Liu;Wei Wang;Jie Bao;Yi Cao
93 A multi-stage multi-component transfer rate morphological population balance model for crystallization processes 期刊论文 Shu Yi D.;Liu Jing J.;Zhang Yang;Wang Xue Z.
94 Synthesis of ILC-MPC controller with data-driven approach for constrained batch processes 期刊论文 Dewei Li;Shaoying He;Yugeng Xi;Tao Liu;Furong Gao;Youqing Wang;Jingyi Lu
95 Output feedback anti-disturbance control of input-delayed systems with time-varying uncertainties 期刊论文 Shoulin Hao;Tao Liu;Bin Zhou
96 带非对称饱和输入约束的时滞采样系统反饱和控制方法 专利 刘涛;耿新鹏;郝首霖;仲崇权;孟庆伟;朱理
97 Study on the influence of lysozyme crystallization conditions on crystal properties in crystallizers of varied sizes when temperature is the manipulated variable 期刊论文 Tang Xi H.;Liu Jing J.;Zhang Yang;Wang Xue Z.
98 Predictor-based output feedback control design for sampled systems with input delay subject to disturbance 期刊论文 Shoulin Hao;Tao Liu;Bin Zhou
99 New predictor and 2DOF control scheme for industrial processes with long time delay 期刊论文 Tao Liu;Pedro García;Yueling Chen;Xuhui Ren;Pedro Albertos;Ricardo Sanz
100 中国自动化学会青年科学家奖 奖励 刘涛
101 基于近红外光谱在线检测干燥过程脱水量的标定建模方法 专利 刘涛;穆国庆;仲崇权;夏浩;孟庆伟;朱理
102 Improved Understanding of Cefixime Trihydrate Reactive Crystallization and Process Scale-up with the Aid of PAT 期刊论文 Yu Shuai;Zhang Yang;Wang Xue Z.
103 Anti-windup design for discrete-time systems with time delay via predictor-based extended state observer 会议论文 Xinpeng Geng;Tao Liu;Shoulin Hao;Qing-Guo Wang
104 Particle size measurement based on quality assessment of crystal images 会议论文 Yixuan Yang;Tao Liu;Yan Huo;Suisui Chen
105 Predictor-based disturbance rejection control for sampled systems with input delay 期刊论文 Tao Liu;Shoulin Hao;Dewei Li;Wen-Hua Chen;Qing-Guo Wang
106 Wavelet based calibration model building of NIR Spectroscopy for in-situ measurement of granule moisture content during fluidized bed drying 期刊论文 Jingxiang Liu;Tao Liu;Guoqing Mu;Junghui Chen
107 Calibration model building for monitoring the granule moisture content during fluidized bed drying by NIR spectroscopy 期刊论文 Guoqing Mu;Tao Liu;Jingxiang Liu;Liangzhi Xia;Caiyuan Yu
108 一种实时监测结晶过程中类球形颗粒浓度的方法 专利 王学重;牛晓辉;张扬
109 Spectral Calibration Model Building by Wavelet Function Regression for In-Situ Measurement of Crystallization Solution Concentration Using ATR-FTIR Spectroscopy 会议论文 Xiaojing Pei;Tao Liu;Siwei Yang;Wei Wang
110 甘露醇喷雾干燥过程中液滴粒度分布变化的群体粒数衡算模拟和实验研究 期刊论文 吕凤;张扬;马才云;王学重
111 一种快速定量预测药物稳定性的方法 专利 于帅;张扬;王学重;罗春;傅海燕;刘晓红;刘丹青
112 集成过程分析技术和群体粒数衡算模拟的药物材料 造粒过程决策支持系统 期刊论文 李亚军;王学重
113 大时滞化工生产过程的预测输出两自由度控制方法 专利 刘涛;陈越玲;任旭辉;耿新鹏;赵珺;王伟;仲崇权
114 Solubility of Benzanilide Crystals in Organic Solvents 期刊论文 Liu Xiao Juan;Zhang Yang;Wang Xue Zhong
115 一种在线紫外检测阿司匹林合成过程的方法 专利 王学重;杨海武;张扬
116 湿法纳米研磨制备药物纳米晶体——铝碳酸镁 期刊论文 王小康;张扬;FALOLA Akinola;何运良;王学重
117 一种阿司匹林晶体及其结晶方法和应用 专利 王学重;李闯;张扬
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