TY - UNPB
T1 - Distributed Online Feedback Optimization for Real-time Distribution System Voltage Regulation
AU - Zhan, Sen
AU - Paterakis, N.G.
AU - van den Akker, W.F.
AU - van der Molen, Anne
AU - Morren, Johan
AU - Slootweg, J.G. (Han)
PY - 2024/5/3
Y1 - 2024/5/3
N2 - We investigate the real-time distribution system voltage regulation problem employing online feedback optimization (OFO) and short-range communication between physical neighbours. OFO does not need an accurate grid topology nor estimated consumption of non-controllable loads, affords fast calculations, and demonstrates robustness to uncertainties due to its feedback-based nature. These characteristics render it particularly suitable for real-time distribution system applications. However, many OFO controllers require centralized communication, which lack robustness to single-point failures. This paper proposes a distributed OFO design based on a nested feedback optimization strategy and analyzes its convergence. Numerical results reveal that the proposed design achieves satisfactory voltage regulation and outperforms other distributed approaches.
AB - We investigate the real-time distribution system voltage regulation problem employing online feedback optimization (OFO) and short-range communication between physical neighbours. OFO does not need an accurate grid topology nor estimated consumption of non-controllable loads, affords fast calculations, and demonstrates robustness to uncertainties due to its feedback-based nature. These characteristics render it particularly suitable for real-time distribution system applications. However, many OFO controllers require centralized communication, which lack robustness to single-point failures. This paper proposes a distributed OFO design based on a nested feedback optimization strategy and analyzes its convergence. Numerical results reveal that the proposed design achieves satisfactory voltage regulation and outperforms other distributed approaches.
U2 - 10.48550/arXiv.2405.02487
DO - 10.48550/arXiv.2405.02487
M3 - Preprint
VL - 2405.02487
BT - Distributed Online Feedback Optimization for Real-time Distribution System Voltage Regulation
PB - arXiv.org
ER -