no code implementations • 14 Mar 2024 • Ryan Greenough, Kohei Murakami, Michael Davidson, Jan Kleissl, Adil Khurram
System operators use PSPS to de-energize electric grid elements that are either prone to failure or located in regions at a high risk of experiencing a wildfire.
no code implementations • 1 Jul 2022 • Manasa Muralidharan, Jan Kleissl, Patricia Hidalgo-Gonzalez
We observe that the settling time of the states and the controller performance and effort are susceptible to changes in the gradient step size and objective weights on the frequency and angle deviation.
no code implementations • 28 Apr 2022 • Sayan Shaw, Keaton Chia, Jan Kleissl
This paper presents an optimized logistic regression machine learning model that predicts the occupancy of an Electric Vehicle (EV) charging station given the occupancy of neighboring stations.
no code implementations • 15 Jul 2020 • Tor Anderson, Manasa Muralidharan, Priyank Srivastava, Hamed Valizadeh Haghi, Jorge Cortes, Jan Kleissl, Sonia Martinez, Byron Washom
This paper presents one of the first real-life demonstrations of coordinated and distributed resource control for secondary frequency response in a power distribution grid.