Hierarchical distributed ADMM for predictive control with applications in power networks

@article{Braun2018HierarchicalDA,
  title={Hierarchical distributed ADMM for predictive control with applications in power networks},
  author={Philipp Braun and Timm Faulwasser and L. Gr{\"u}ne and Christopher M. Kellett and S. Weller and K. Worthmann},
  journal={IFAC Journal of Systems and Control},
  year={2018},
  volume={3},
  pages={10-22}
}
  • Philipp Braun, Timm Faulwasser, +3 authors K. Worthmann
  • Published 2018
  • Computer Science
  • IFAC Journal of Systems and Control
  • Abstract In this paper, we investigate optimal control and operation of a network of linear, physically decoupled systems with a coupling in the objective function. To deal with the corresponding distributed control problem, we propose a new Model Predictive Control (MPC) scheme based on the Alternating Direction Method of Multipliers (ADMM). In particular, we thoroughly investigate the flexibility of the proposed hierarchical distributed MPC algorithm with respect to both its plug-and-play… CONTINUE READING
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    References

    SHOWING 1-10 OF 40 REFERENCES
    Computational aspects of distributed optimization in model predictive control
    • 51
    • PDF
    Distributed MPC Strategies With Application to Power System Automatic Generation Control
    • 639
    • PDF
    A Distributed Optimization Algorithm for the Predictive Control of Smart Grids
    • 38
    • PDF
    Cooperative distributed model predictive control
    • 397
    • PDF
    Distributed Output Feedback MPC for Power System Control
    • 56
    • PDF
    Distributed Multi-Period Optimal Power Flow for Demand Response in Microgrids
    • 36
    • PDF
    Distributed optimal charging of electric vehicles for demand response and load shaping
    • 31
    • PDF
    Nonlinear Model Predictive Control: Theory and Algorithms
    • 565