Time/Space-Separation-Based SVM Modeling for Nonlinear Distributed Parameter Processes

Chenkun Qi; Han-Xiong Li; Xianxia Zhang; Xianchao Zhao; Shaoyuan Li; Feng Gao

doi:10.1021/ie1002075

Time/Space-Separation-Based SVM Modeling for Nonlinear Distributed Parameter Processes

Industrial & Engineering Chemistry Research ◽

10.1021/ie1002075 ◽

2011 ◽

Vol 50 (1) ◽

pp. 332-341 ◽

Cited By ~ 37

Author(s):

Chenkun Qi ◽

Han-Xiong Li ◽

Xianxia Zhang ◽

Xianchao Zhao ◽

Shaoyuan Li ◽

...

Keyword(s):

Distributed Parameter ◽

Time Space ◽

Space Separation

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Modeling of distributed parameter systems for applications—A synthesized review from time–space separation

Journal of Process Control ◽

10.1016/j.jprocont.2010.06.016 ◽

2010 ◽

Vol 20 (8) ◽

pp. 891-901 ◽

Cited By ~ 153

Author(s):

Han-Xiong Li ◽

Chenkun Qi

Keyword(s):

Distributed Parameter Systems ◽

Distributed Parameter ◽

Time Space ◽

Space Separation

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Time/Space Separation Based FOA-Elman Modeling for Non-Linear Distributed Parameter Processes—Spatial-Temporal Modeling

Computer Science and Application ◽

10.12677/csa.2019.92038 ◽

2019 ◽

Vol 09 (02) ◽

pp. 328-338

Author(s):

仁建杨

Keyword(s):

Distributed Parameter ◽

Temporal Modeling ◽

Time Space ◽

Non Linear ◽

Space Separation

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Greatly enhancing the modeling accuracy for distributed parameter systems by nonlinear time/space separation

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2006.10.014 ◽

2007 ◽

Vol 376 ◽

pp. 215-222 ◽

Cited By ~ 3

Author(s):

Hai-Tao Zhang ◽

Chen-Kun Qi ◽

Tao Zhou ◽

Han-Xiong Li

Keyword(s):

Distributed Parameter Systems ◽

Distributed Parameter ◽

Time Space ◽

Modeling Accuracy ◽

Space Separation

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Error Compensation-based Time-Space Separation Modeling Method for Complex Distributed Parameter Processes

Journal of Process Control ◽

10.1016/j.jprocont.2019.05.001 ◽

2019 ◽

Vol 80 ◽

pp. 117-126 ◽

Cited By ~ 1

Author(s):

XinJiang Lu ◽

PingZhong He ◽

Jie Xu

Keyword(s):

Error Compensation ◽

Modeling Method ◽

Distributed Parameter ◽

Time Space ◽

Space Separation

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A time/space separation-based Hammerstein modeling approach for nonlinear distributed parameter processes

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2009.02.001 ◽

2009 ◽

Vol 33 (7) ◽

pp. 1247-1260 ◽

Cited By ~ 45

Author(s):

Chenkun Qi ◽

Han-Xiong Li

Keyword(s):

Distributed Parameter ◽

Modeling Approach ◽

Time Space ◽

Space Separation

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Embedded Interval Type-2 T-S Fuzzy Time/Space Separation Modeling Approach for Nonlinear Distributed Parameter System

Industrial & Engineering Chemistry Research ◽

10.1021/ie201556u ◽

2011 ◽

Vol 50 (24) ◽

pp. 13954-13961 ◽

Cited By ~ 11

Author(s):

Mengling Wang ◽

Ning Li ◽

Shaoyuan Li ◽

Hongbo Shi

Keyword(s):

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System ◽

Modeling Approach ◽

Time Space ◽

Interval Type ◽

Space Separation ◽

Nonlinear Distributed Parameter System

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Time/space separation based KL-MKELM modeling for nonlinear distributed parameter processes

2017 Chinese Automation Congress (CAC) ◽

10.1109/cac.2017.8243788 ◽

2017 ◽

Cited By ~ 1

Author(s):

Peng Chang ◽

Yao Yao

Keyword(s):

Distributed Parameter ◽

Time Space ◽

Space Separation

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Time–space coupled learning method for model reduction of distributed parameter systems with encoder‐decoder and RNN

AIChE Journal ◽

10.1002/aic.16251 ◽

2020 ◽

Vol 66 (8) ◽

Cited By ~ 1

Author(s):

Xiangyun Qing ◽

Jing Jin ◽

Yugang Niu ◽

Shuangliang Zhao

Keyword(s):

Model Reduction ◽

Distributed Parameter Systems ◽

Distributed Parameter ◽

Learning Method ◽

Time Space

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Decoupling ARX time-space model based GPC for distributed parameter system

2015 34th Chinese Control Conference (CCC) ◽

10.1109/chicc.2015.7259705 ◽

2015 ◽

Author(s):

Liu Pengfei ◽

Tao Jili ◽

Wang Xinguang

Keyword(s):

Distributed Parameter ◽

Distributed Parameter System ◽

Parameter System ◽

Space Model ◽

Model Based ◽

Time Space

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Nonlinear model predictive control for distributed parameter systems by time–space‐coupled model reduction

AIChE Journal ◽

10.1002/aic.17246 ◽

2021 ◽

Author(s):

Xiangyun Qing ◽

Jun Song ◽

Jing Jin ◽

Shuangliang Zhao

Keyword(s):

Model Predictive Control ◽

Model Reduction ◽

Predictive Control ◽

Nonlinear Model ◽

Coupled Model ◽

Distributed Parameter Systems ◽

Nonlinear Model Predictive Control ◽

Distributed Parameter ◽

Time Space

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