33 citations · 63 across the 13 of their papers we have counts for
3 papers · 1 filter
Towards Distributed Energy Services: Decentralizing Optimal Power Flow with Machine Learning
Roel Dobbe, Oscar Sondermeijer, David Fridovich-Keil +3
The implementation of optimal power flow (OPF) methods to perform voltage and power flow regulation in electric networks is generally believed to require extensive communication. W…
Linear Single- and Three-Phase Voltage Forecasting and Bayesian State Estimation with Limited Sensing
Roel Dobbe, Werner van Westering, Stephan Liu +3
Implementing state estimation in low and medium voltage power distribution is still challenging given the scale of many networks and the reliance of traditional methods on a large…
Optimal Voltage Phasor Regulation for Switching Actions in Unbalanced Distribution Systems
Michael D. Sankur, Roel Dobbe, Alexandra von Meier +2
The proliferation of phasor measurement units (PMUs) into electric power distribution grids presents new opportunities for utility operators to manage distribution systems more eff…