mlsanityData to 14 Oct 2026

A hierarchical multirate MPC scheme for interconnected systems - textitextended version

arXiv 1705.08818 ↗First posted 24 May 2017eess.SY cs.SYcited by 1

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Abstract (arXiv)

This paper presents a hierarchical control scheme for interconnected linear systems. At the higher layer of the control structure a robust centralized Model Predictive Control (MPC) algorithm based on a reduced order dynamic model of the overall system optimizes a long-term performance index penalizing the deviation of the state and the control input from their nominal values. At the lower layer local MPC regulators, possibly working at different rates, are designed for the full order models of the subsystems to refine the control action computed at the higher layer. A simulation experiment is presented to describe the implementation aspects and the potentialities of the proposed approach.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 24 May 2017.

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