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  4. Distributed model predictive control based on the alternating directions method of multipliers applied to voltage and frequency control in power systems
 
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2024
Journal Article
Title

Distributed model predictive control based on the alternating directions method of multipliers applied to voltage and frequency control in power systems

Abstract
We present a straightforward way to solve a model predictive control problem for a power network system given as a nonlinear differential-algebraic equation (DAE) in a distributed way using the consensus alternating directions method of multipliers (consensus ADMM) algorithm. While no convergence- or stability results are available for fully nonlinear DAE models, this gives unprecedented experimental evidence that power network systems of the presented structure allow to be controlled in this way, unlocking the numerous combined advantages of distributed and predictive control schemes in the context of energy distribution networks, as well as broadening the field of use for the consensus ADMM algorithm to nonlinear DAE models.
Author(s)
Göbel, Jens
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Costa Mendes, Paulo Renato da
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Wirsen, Andreas  
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Damm, Tobias
Journal
Optimal control, applications & methods  
Open Access
DOI
10.1002/oca.3083
Language
English
Fraunhofer-Institut für Techno- und Wirtschaftsmathematik ITWM  
Keyword(s)
  • ADMM

  • distributed control

  • MPC

  • power systems

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