Can't we design the MPC Control for a system whose model is not known, but all the quantities are measurable? I am working on a bidirectional DC-DC converter which involves switching of power electronic devices and the exact model of the system is not known. Can't we design MPC for this system in MATLAB, if the quantities associated with the system can be measurable? Please give specific suggestions in this regard.
Hi, take a look at the following references for some ideas:
Preprint Data-Driven Model Predictive Control with Stability and Robu...
Preprint Robust Constraint Satisfaction in Data-Driven MPC
Preprint Determining optimal input-output properties: A data-driven approach
You may want to look at our recent papers:
A Model-Free Approach for Predictive Direct Power Control of Grid-Connected Converters
M Khalilzadeh, S Vaez-Zadeh, A Jabbarnejad
IECON 2019-45th Annual Conference of the IEEE Industrial Electronics Society …
Parameter-Free Predictive Control of IPM Motor Drives with Direct Selection of Optimum Inverter Voltage Vectors
M Khalilzadeh, S Vaez-Zadeh, MS Eslahi
IEEE Journal of Emerging and Selected Topics in Power Electronics
Regards
Thank you very much for giving the resources of new perspectives of MPC Controller Jorge Humberto Urrea-Quintero and Sadegh Vaez-Zadeh . I am going through these papers.
Have a nice time!
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