文章基本信息

标题：Robust Periodic Economic Model Predictive Control using Probabilistic Set Invariance for Descriptor Systems ⁎
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作者：Ye Wang ; David Muñoz de la Peña ; Vicenç Puig 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2018
卷号：51
期号：20
页码：436-441
DOI：10.1016/j.ifacol.2018.11.054
语种：English
出版社：Elsevier
摘要：AbstractThis 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.
关键词：KeywordsEconomic MPCrobustnessperiodic operationprobabilistic set invariancedescriptor systemssmart grids