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.

Best Thomas

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/