Particle swarm optimisation in nonlinear model predictive control; comprehensive simulation study for two selected problems

International Journal of Control ◽

10.1080/00207179.2020.1727957 ◽

2020 ◽

pp. 1-17

Author(s):

Joanna Zietkiewicz ◽

Piotr Kozierski ◽

Wojciech Giernacki

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Simulation Study ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Nonlinear Model Predictive Control

Download Full-text

Nonlinear model predictive control with relevance vector regression and particle swarm optimization

Journal of Control Theory and Applications ◽

10.1007/s11768-013-2119-6 ◽

2013 ◽

Vol 11 (4) ◽

pp. 563-569 ◽

Author(s):

M. Germin Nisha ◽

G. N. Pillai

Keyword(s):

Particle Swarm Optimization ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Particle Swarm ◽

Nonlinear Model Predictive Control ◽

Swarm Optimization ◽

Relevance Vector Regression

Download Full-text

Fast Nonlinear Model Predictive Control on FPGA Using Particle Swarm Optimization

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2015.2464171 ◽

2016 ◽

Vol 63 (1) ◽

pp. 310-321 ◽

Author(s):

Fang Xu ◽

Hong Chen ◽

Xun Gong ◽

Qin Mei

Keyword(s):

Particle Swarm Optimization ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Particle Swarm ◽

Nonlinear Model Predictive Control ◽

Swarm Optimization

Download Full-text

Integrating Particle Swarm Optimization with Analytical Nonlinear Model Predictive Control for Nonlinear Hybrid Systems

Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics ◽

10.5220/0005570702940301 ◽

2015 ◽

Author(s):

Jean Thomas

Keyword(s):

Particle Swarm Optimization ◽

Model Predictive Control ◽

Hybrid Systems ◽

Predictive Control ◽

Nonlinear Model ◽

Particle Swarm ◽

Nonlinear Model Predictive Control ◽

Swarm Optimization ◽

Nonlinear Hybrid

Download Full-text

Simulation Study on Application of Nonlinear Model Predictive Control to the Superfluid Helium Cryogenic Circuit*

IFAC Proceedings Volumes ◽

10.3182/20110828-6-it-1002.02156 ◽

2011 ◽

Vol 44 (1) ◽

pp. 3647-3652 ◽

Author(s):

Rafal Noga ◽

Toshiyuki Ohtsuka ◽

Cesar de Prada ◽

Enrique Blanco ◽

Juan Casas

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Simulation Study ◽

Superfluid Helium ◽

Nonlinear Model Predictive Control

Download Full-text

DE-based Nonlinear Model Predictive Control of a pH Neutralization Process

ACTA AUTOMATICA SINICA ◽

10.3724/sp.j.1004.2010.00159 ◽

2010 ◽

Vol 36 (1) ◽

pp. 159-162 ◽

Author(s):

Teng ZHU ◽

Jing-Chun WANG ◽

Zhi-Hua XIONG

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Neutralization Process ◽

Ph Neutralization ◽

Ph Neutralization Process

Download Full-text

Research on Non-switch Analytic Nonlinear Model Predictive Control Method for a Class of Nonlinear Systems

ACTA AUTOMATICA SINICA ◽

10.3724/sp.j.1004.2008.01147 ◽

2009 ◽

Vol 34 (9) ◽

pp. 1147-1156 ◽

Author(s):

Guo-Yin ZHANG

Keyword(s):

Nonlinear Systems ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Control Method ◽

Nonlinear Model Predictive Control

Download Full-text

Efficient Nonlinear Model Predictive Control for Quadrotor Trajectory Tracking: Algorithms and Experiment

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2020.3043361 ◽

2021 ◽

pp. 1-12

Author(s):

Dong Wang ◽

Quan Pan ◽

Yang Shi ◽

Jinwen Hu ◽

Chunhui Zhao

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Trajectory Tracking ◽

Nonlinear Model Predictive Control ◽

Tracking Algorithms

Download Full-text

Robust Nonlinear Model Predictive Control Based Visual Servoing of Quadrotor UAVs

IEEE/ASME Transactions on Mechatronics ◽

10.1109/tmech.2021.3053267 ◽

2021 ◽

pp. 1-1

Author(s):

Kunwu Zhang ◽

Yang Shi ◽

Huaiyuan Sheng

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Visual Servoing ◽

Nonlinear Model Predictive Control ◽

Download Full-text

Gray-Box system modeling using symbolic regression and nonlinear model predictive control of a semibatch polymerization

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2020.107204 ◽

2021 ◽

Vol 146 ◽

pp. 107204

Author(s):

Lukas Scheffold ◽

Tiago Finkler ◽

Uwe Piechottka

Keyword(s):

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

System Modeling ◽

Symbolic Regression ◽

Nonlinear Model Predictive Control

Download Full-text

Approximate moving horizon estimation and robust nonlinear model predictive control via deep learning

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2021.107266 ◽

2021 ◽

pp. 107266

Author(s):

Benjamin Karg ◽

Sergio Lucia

Keyword(s):

Deep Learning ◽

Model Predictive Control ◽

Predictive Control ◽

Nonlinear Model ◽

Nonlinear Model Predictive Control ◽

Moving Horizon Estimation

Download Full-text