Search Results for author: Jan Kleissl

Found 4 papers, 0 papers with code

Wildfire Resilient Unit Commitment under Uncertain Demand

no code implementations14 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.

Distributed Frequency Control in Power Grids with Low and Time-Varying Inertia

no code implementations1 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.

Neighbor-Based Optimized Logistic Regression Machine Learning Model For Electric Vehicle Occupancy Detection

no code implementations28 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.

regression

Frequency Regulation with Heterogeneous Energy Resources: A Realization using Distributed Control

no code implementations15 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.

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