# A hierarchical MPC scheme for interconnected systems

**Authors:** Marcello Farina, Xinglong Zhang, Riccardo Scattolini

arXiv: 1703.02739 · 2017-03-09

## TL;DR

This paper proposes a hierarchical MPC control scheme for interconnected systems, combining a robust, long-term optimized higher layer with fast local regulators for subsystem refinement, demonstrated through building temperature control simulations.

## Contribution

It introduces a novel hierarchical control architecture that integrates reduced-order and full-order models for improved interconnected system management.

## Key findings

- Effective temperature regulation in building simulation.
- Hierarchical MPC improves control performance.
- Combines robustness with fast local adjustments.

## Abstract

This paper describes a hierarchical control scheme for interconnected systems. The higher layer of the control structure is designed with robust Model Predictive Control (MPC) based on a reduced order dynamic model of the overall system and is aimed at optimizing long-term performance, while at the lower layer local regulators acting at a higher frequency are designed for the full order models of the subsystems to refine the control action. A simulation experiment concerning the control of the temperature inside a building is reported to witness the potentialities of the proposed approach.

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/1703.02739/full.md

## References

10 references — full list in the complete paper: https://tomesphere.com/paper/1703.02739/full.md

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Source: https://tomesphere.com/paper/1703.02739