Journal article

Robust Periodic Economic Model Predictive Control using Probabilistic Set Invariance for Descriptor Systems⁎

Y Wang, DM de la Peña, V Puig, G Cembrano

IFAC-PapersOnLine | Published : 2018

Abstract

This paper proposes a robust periodic economic model predictive control (MPC) using probabilistic set invariance for discrete-time descriptor systems. The considered systems are affected by additive disturbances that are bounded and follow a zero-mean Gaussian distribution. To guarantee robustness of the proposed robust economic MPC, a probabilistic invariant set with a given probability is used to contract the state and input constraints. An auxiliary input variable is defined to satisfy algebraic equations from descriptor systems in presence of disturbances. Finally, an application of the proposed MPC strategy to a smart micro-grid is provided to illustrate the performance.