7 citations · 10 across the 5 of their papers we have counts for
5 papers
Fast Inverter Control by Learning the OPF Mapping using Sensitivity-Informed Gaussian Processes
Mana Jalali, Manish K. Singh, Vassilis Kekatos +2
Fast inverter control is a desideratum towards the smoother integration of renewables. Adjusting inverter injection setpoints for distributed energy resources can be an effective g…
Inferring power system dynamics from synchrophasor data using Gaussian processes
Mana Jalali, Vassilis Kekatos, Siddharth Bhela +2
Synchrophasor data provide unprecedented opportunities for inferring power system dynamics, such as estimating voltage angles, frequencies, and accelerations along with power injec…
Fast Probabilistic Hosting Capacity Analysis for Active Distribution Systems
Sina Taheri, Mana Jalali, Vassilis Kekatos +1
Interconnection studies for distributed energy resources (DERs) can currently take months since they entail simulating a large number of power flow scenarios. If DERs are to be act…
Designing reactive power control rules for smart inverters using support vector machines
Mana Jalali, Vassilis Kekatos, Nikolaos Gatsis +1
Smart inverters have been advocated as a fast-responding mechanism for voltage regulation in distribution grids. Nevertheless, optimal inverter coordination can be computationally…
Kernel-Based Learning for Smart Inverter Control
Aditie Garg, Mana Jalali, Vassilis Kekatos +1
Distribution grids are currently challenged by frequent voltage excursions induced by intermittent solar generation. Smart inverters have been advocated as a fast-responding means…