Least squares dynamics in Newton-Krylov Model Predictive Control

2017 American Control Conference (ACC) ◽

10.23919/acc.2017.7963737 ◽

2017 ◽

Author(s):

Andrew Knyazev ◽

Alexander Malyshev

Keyword(s):

Model Predictive Control ◽

Least Squares ◽

Predictive Control

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Comparison of Artificial Neural Network and Least Squares Prediction Models for Finite-Control-Set Model Predictive Control of a Permanent Magnet Synchronous Motor

The 10th International Conference on Power Electronics, Machines and Drives (PEMD 2020) ◽

10.1049/icp.2021.1122 ◽

2021 ◽

Author(s):

S. Hanke ◽

O. Wallscheid ◽

J. Böcker

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Model Predictive Control ◽

Least Squares ◽

Permanent Magnet ◽

Predictive Control ◽

Prediction Models ◽

Permanent Magnet Synchronous Motor ◽

Finite Control ◽

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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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A Partial Least Squares Aided Intelligent Model Predictive Control Approach

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2017.2723017 ◽

2018 ◽

Vol 48 (11) ◽

pp. 2013-2021 ◽

Author(s):

Tianyi Gao ◽

Shen Yin ◽

Jianbin Qiu ◽

Huijun Gao ◽

Okyay Kaynak

Keyword(s):

Model Predictive Control ◽

Least Squares ◽

Partial Least Squares ◽

Predictive Control ◽

Control Approach ◽

Intelligent Model

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Application of an Autocovariance Least - Squares Method for Model Predictive Control of Hybrid Ventilation in Livestock Stables

2007 American Control Conference ◽

10.1109/acc.2007.4282624 ◽

2007 ◽

Author(s):

Zhuang Wu ◽

Murali R. Rajamani ◽

James B. Rawlings ◽

Jakob Stoustrup

Keyword(s):

Model Predictive Control ◽

Least Squares ◽

Predictive Control ◽

Least Squares Method ◽

Hybrid Ventilation

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A Quadratic Programming Algorithm Based on Nonnegative Least Squares With Applications to Embedded Model Predictive Control

IEEE Transactions on Automatic Control ◽

10.1109/tac.2015.2459211 ◽

2016 ◽

Vol 61 (4) ◽

pp. 1111-1116 ◽

Author(s):

Alberto Bemporad

Keyword(s):

Model Predictive Control ◽

Quadratic Programming ◽

Least Squares ◽

Predictive Control ◽

Programming Algorithm ◽

Nonnegative Least Squares ◽

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Finite-Control-Set Model Predictive Control for a Permanent Magnet Synchronous Motor Application with Online Least Squares System Identification

2019 IEEE International Symposium on Predictive Control of Electrical Drives and Power Electronics (PRECEDE) ◽

10.1109/precede.2019.8753313 ◽

2019 ◽

Author(s):

Soren Hanke ◽

Sebastian Peitz ◽

Oliver Wallscheid ◽

Joachim Bocker ◽

Michael Dellnitz

Keyword(s):

System Identification ◽

Model Predictive Control ◽

Least Squares ◽

Permanent Magnet ◽

Predictive Control ◽

Permanent Magnet Synchronous Motor ◽

Synchronous Motor ◽

Finite Control ◽

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Formulation of min-max model predictive control as a box-constrained robust least squares estimation problem

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2020.12.460 ◽

2020 ◽

Vol 53 (2) ◽

pp. 7077-7084

Author(s):

L. Jetto ◽

V. Orsini

Keyword(s):

Model Predictive Control ◽

Least Squares ◽

Predictive Control ◽

Least Squares Estimation ◽

Estimation Problem ◽

Robust Least Squares

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Fast model predictive control based on linear input/output models and bounded-variable least squares

2017 IEEE 56th Annual Conference on Decision and Control (CDC) ◽

10.1109/cdc.2017.8263930 ◽

2017 ◽

Author(s):

Nilay Saraf ◽

Alberto Bemporad

Keyword(s):

Model Predictive Control ◽

Least Squares ◽

Predictive Control ◽

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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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Weichted Least Squares Parameter Estimation for Model Predictive Control of Integrated Wastewater Systems at Medium Time Scale

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)31624-5 ◽

2004 ◽

Vol 37 (11) ◽

pp. 273-279

Author(s):

Konarczak K ◽

Rutkowsld T ◽

Brdys M.A ◽

Gmiński T

Keyword(s):

Parameter Estimation ◽

Model Predictive Control ◽

Least Squares ◽

Predictive Control ◽

Wastewater Systems ◽

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