Model Predictive Control in Milling based on Support Vector Machines

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2019.11.462 ◽

2019 ◽

Vol 52 (13) ◽

pp. 1797-1802 ◽

Author(s):

Muzaffer Ay ◽

Sebastian Stemmler ◽

Max Schwenzer ◽

Dirk Abel ◽

Thomas Bergs

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Support Vector ◽

Vector Machines

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Generic Model Predictive Control Strategy Based on Integrated Weighted Least Square Support Vector Machines

2009 Second International Symposium on Computational Intelligence and Design ◽

10.1109/iscid.2009.201 ◽

2009 ◽

Author(s):

Dai Yongbin ◽

Yang Weidong ◽

Liang Qinghua ◽

Wang Shaofu ◽

Zhang Ming

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Control Strategy ◽

Least Square ◽

Support Vector ◽

Generic Model ◽

Weighted Least Square ◽

Vector Machines

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Performance comparison of nonlinear model predictive control under Support Vector Machines and Multi-Layer Perceptrons

10.1109/cvci54083.2021.9661265 ◽

2021 ◽

Author(s):

Shen Xuyu ◽

Meng Fei ◽

Qi Shili

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Performance Comparison ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

Vector Machines

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Output-Tracking Quantized Explicit Nonlinear Model Predictive Control Using Multiclass Support Vector Machines

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2016.2638401 ◽

2017 ◽

Vol 64 (5) ◽

pp. 4130-4138 ◽

Author(s):

Ankush Chakrabarty ◽

Gregery T. Buzzard ◽

Stanislaw H. Zak

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

Output Tracking ◽

Vector Machines ◽

Multiclass Support Vector Machines

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A Nonlinear Model Predictive Control Based on NARX Model Identification using Least Squares Support Vector Machines

2006 6th World Congress on Intelligent Control and Automation ◽

10.1109/wcica.2006.1712474 ◽

2006 ◽

Author(s):

Lizhi Xiang ◽

Yuntao Shi ◽

Dongjie Gao

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Least Squares ◽

Predictive Control ◽

Nonlinear Model ◽

Model Identification ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

Vector Machines ◽

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Robustly stable model predictive control based on parallel support vector machines with linear kernel

Journal of Central South University of Technology ◽

10.1007/s11771-007-0134-9 ◽

2007 ◽

Vol 14 (5) ◽

pp. 701-707 ◽

Author(s):

Zhe-jing Bao ◽

Wei-min Zhong ◽

Dao-ying Pi ◽

You-xian Sun

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Support Vector ◽

Stable Model ◽

Linear Kernel ◽

Vector Machines

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Fault tolerance in the framework of support vector machines based model predictive control

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2010.06.008 ◽

2010 ◽

Vol 23 (7) ◽

pp. 1127-1139 ◽

Author(s):

Sergio Saludes Rodil ◽

M.J. Fuente

Keyword(s):

Fault Tolerance ◽

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Support Vector ◽

Vector Machines

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A Nonlinear Model Predictive Control Based on Least Squares Support Vector Machines Narx Model

2007 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2007.4370238 ◽

2007 ◽

Author(s):

Yun-Tao Shi ◽

De-Hui Sun ◽

Qing Wang ◽

Si-Cheng Nian ◽

Li-Zhi Xiang

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Least Squares ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Support Vector ◽

Vector Machines ◽

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EXPLICIT MODEL PREDICTIVE CONTROL OF A HYBRID SYSTEM USING SUPPORT VECTOR MACHINES

IFAC Proceedings Volumes ◽

10.3182/20060830-2-sf-4903.00027 ◽

2006 ◽

Vol 39 (14) ◽

pp. 149-154 ◽

Author(s):

Bernt M. åkesson ◽

Mats J. Nikus ◽

Hannu T. Toivonen

Keyword(s):

Support Vector Machines ◽

Model Predictive Control ◽

Predictive Control ◽

Hybrid System ◽

Support Vector ◽

Explicit Model ◽

Explicit Model Predictive Control ◽

Vector Machines

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New predictive control algorithms based on Least Squares Support Vector Machines

Journal of Zhejiang University SCIENCE A ◽

10.1631/jzus.2005.a0440 ◽

2005 ◽

Vol 6 (5) ◽

pp. 440-446 ◽

Author(s):

Liu Bin ◽

Su Hong-ye ◽

Chu Jian

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Control Algorithms ◽

Support Vector ◽

Vector Machines

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Nonlinear generalized predictive control based on online least squares support vector machines

Nonlinear Dynamics ◽

10.1007/s11071-014-1733-2 ◽

2014 ◽

Vol 79 (2) ◽

pp. 1163-1168 ◽

Author(s):

Zhenkai Guo ◽

Xinping Guan

Keyword(s):

Support Vector Machines ◽

Least Squares ◽

Predictive Control ◽

Support Vector ◽

Generalized Predictive Control ◽

Vector Machines ◽

Nonlinear Generalized Predictive Control

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