A framework for real-time implementation of low-dimensional parameterized NMPC A novel approach is proposed to implement low-dimensional parameterized Nonlinear Model Predictive Control (NMPC) schemes for systems showing fast dynamics. The proposed scheme is based on distributing the reconstruction of the cost function over the real lifetime of the controlled system. The framework is particularly suitable for NMPC formulations that use low dimensional control parametrization. The concrete example of a Planar Vertical Take-Off and Landing (PVTOL) aircraft stabilization problem is used to illustrate the efficiency of the proposed formulation.
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References in zbMATH (referenced in 2 articles , 1 standard article )
Showing results 1 to 2 of 2.
- Mazen Alamir: The pdf-mpc Package: A Free-Matlab-Coder package for Real-Time Nonlinear Model Predictive Control (2017) arXiv
- Alamir, Mazen: A framework for real-time implementation of low-dimensional parameterized NMPC (2012)
Further publications can be found at: http://www.gipsa-lab.grenoble-inp.fr/~mazen.alamir/publications.html