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@INPROCEEDINGS{Wenzel:1048774,
      author       = {Wenzel, Moritz and De Din, Edoardo and Benigni, Andrea},
      title        = {{S}tochastic {T}ube {M}odel {P}redictive {C}ontrol of
                      {M}edium {V}oltage {G}rids with {D}istributed {R}esources},
      reportid     = {FZJ-2025-04889},
      year         = {2025},
      abstract     = {The uncertainties associated with load and generation
                      forecasts, as well as voltage measurement, present
                      significant challenges for voltage control strategies that
                      employ Model Predictive Control (MPC) in its deterministic
                      formulation. This paper presents a Stochastic Model
                      Predictive Control (SMPC) formulation for the voltage
                      control of distribution grids that uses information on the
                      probability distribution of the uncertainties to frame the
                      control problem. The proposed SMPC applies a tube-based
                      approach, which is capable of handling arbitrary probability
                      distributions, can jointly evaluate different uncertainty
                      sources, and allows for the formulation of the uncertainty
                      as an additive disturbance. The test results show a
                      significant reduction in voltage violations across the
                      majority of uncertainty realizations with regard to both
                      amplitude and frequency of these occurrences.},
      month         = {Jun},
      date          = {2025-06-29},
      organization  = {2025 IEEE Kiel PowerTech, Kiel
                       (Germany), 29 Jun 2025 - 3 Jul 2025},
      subtyp        = {After Call},
      cin          = {ICE-1},
      cid          = {I:(DE-Juel1)ICE-1-20170217},
      pnm          = {1122 - Design, Operation and Digitalization of the Future
                      Energy Grids (POF4-112) / 1123 - Smart Areas and Research
                      Platforms (POF4-112)},
      pid          = {G:(DE-HGF)POF4-1122 / G:(DE-HGF)POF4-1123},
      typ          = {PUB:(DE-HGF)6},
      doi          = {10.1109/PowerTech59965.2025.11180238},
      url          = {https://juser.fz-juelich.de/record/1048774},
}