Hello everybody
I need a Source for Nonlinear Model Predictive Control.
please introduce the best sources to me.
Thanks
Dear Saled Mahdi,
I suggest you to see links and attached files on topic.
https://www.springer.com/gp/book/9783642010934
https://www.amazon.com/Adaptive-Intelligent-Temperature-Microwave-Multiple/dp/3731504677
Article Nonlinear Model Predictive Control via Feasibility-Perturbed.
Best regards
Have a look on this book:
Dear Seied Mahdi Hashemi ,
you can read most recent published papers below
1-
Model Predictive Control Strategies Performance Evaluation over a Pipeline Transportation System. doi.org/10.1155/2019/4538632
2-
Nonlinear Model Predictive Control for Disturbance Rejection in Isoenergetic-isochoric Flash Processes. doi.org/10.1016/j.ifacol.2019.06.159
3-
A nonlinear tracking model predictive control scheme for dynamic target signals
Hi Seied,
I recommend the open course ware of Steve Brunton at the University of Washington.
on youtube you can find the whole lecture on control theory.
non-liner models with sparse identification of non-linear dynamics is a extremely fascinating one.
Happy research
Oliver
Hi Seien,
i also can recommend:
nelles nonlinear system identification
It is a more general approach but by this book you get a very good overview over the whole field and also mpc is explained thoroughly including some examples.
Best Thomas
Thomas Pursche
Thank you, I am Seied :))))
Oh sorry this was my fault or the autocorecture :D
If you have further questions please let me know.
Depends on what you want to do. But i highly recommend bottom up approach.
These lectures on youtube can get you started really quickly and then you can deep dive further.
https://www.youtube.com/watch?v=RrnkPrcpyEA
Have a look at http://cepac.cheme.cmu.edu/pasilectures/lee/LecturenoteonMPC-JHL.pdf
https://au.mathworks.com/help/mpc/referencelist.html?type=function&category=getting-started-with-model-predictive-control-toolbox&s_tid=CRUX_gn_function_getting-started-with-model-predictive-control-toolbox
https://minds.wisconsin.edu/bitstream/handle/1793/10886/file_1.pdf
this link may be help you
https://www.mathworks.com/matlabcentral/fileexchange/42140-model-predictive-control-of-multi-input-multi-output-mimo-systems
Dear@Seied Mahdi Hashemi , please the following link for Nonlinear model predictive control (regulation) in MATLAB with MPC Tools.
https://sirmatel.github.io/blog/regulation_NMPC_MPCTools/
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