On Compensating Internal Models in Regulator Problems

The paper studies a general regulator problem with an internal model in a subset of measurement channels. It proposes a procedure to reduce the stabilization problem for an augmented system (the plant plus internal model) to an equivalent one based on a process without the internal model and having the complexity of the plant. A key idea is to introduce stable <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">compensation of internal model</i> (CIM) elements to the controller, which are, in a sense, dual to the dead-time compensators used in the control of delay systems. Closed-form state-space expressions for such CIM elements and the resulting equivalent plant are derived for both finite-dimensional and repetitive internal models. The complexity of the design of stabilizers is then substantially lower than in approaches based on system augmentation.

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Publication Details

Journal
IEEE Transactions on Automatic Control
Published
2025-09-08
DOI
https://doi.org/10.1109/tac.2025.3606835
Primary Topic
Advanced Research in Systems and Signal Processing
Type
article
Field-Weighted Citation Impact
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article

On Compensating Internal Models in Regulator Problems

Leonid Mirkin, Gian Paolo Incremona, Patrizio Colaneri
IEEE Transactions on Automatic Control
Advanced Research in Systems and Signal Processing
article

On Compensating Internal Models in Regulator Problems

Leonid Mirkin, Gian Paolo Incremona, Patrizio Colaneri
article en

Abstract

The paper studies a general regulator problem with an internal model in a subset of measurement channels. It proposes a procedure to reduce the stabilization problem for an augmented system (the plant plus internal model) to an equivalent one based on a process without the internal model and having the complexity of the plant. A key idea is to introduce stable <italic xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">compensation of internal model</i> (CIM) elements to the controller, which are, in a sense, dual to the dead-time compensators used in the control of delay systems. Closed-form state-space expressions for such CIM elements and the resulting equivalent plant are derived for both finite-dimensional and repetitive internal models. The complexity of the design of stabilizers is then substantially lower than in approaches based on system augmentation.

IEEE Transactions on Automatic ControlVol. 71(3)
Technion – Israel Institute of Technology (IL), Bioengineering Technology and Systems (Italy) (IT)
Openalex Percentile: Top 70%
Advanced Research in Systems and Signal Processing
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