22 citations · 29 across the 6 of their papers we have counts for
8 papers
Neighbor-Based Optimized Logistic Regression Machine Learning Model For Electric Vehicle Occupancy Detection
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 neighbor…
Dynamic Weight-Based Collaborative Optimization for Power Grid Voltage Regulation
Cristian Cortés, Hamed Valizadeh Haghi, Changfu Li +1
Power distribution grids with high PV generation are exposed to voltage disturbances due to the unpredictable nature of renewable resources. Smart PV inverters, if controlled in co…
Frequency Regulation with Heterogeneous Energy Resources: A Realization using Distributed Control
Tor Anderson, Manasa Muralidharan, Priyank Srivastava +5
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. We cond…
Coordination of OLTC and Smart Inverters for Optimal Voltage Regulation of Unbalanced Distribution Networks
Changfu Li, Vahid R. Disfani, Hamed Valizadeh Haghi +1
Photovoltaic (PV) smart inverters can improve the voltage profile of distribution networks. A multi-objective optimization framework for coordination of reactive power injection of…
Spatio-Temporal Forecasting by Coupled Stochastic Differential Equations: Applications to Solar Power
Emil B. Iversen, Rune Juhl, Jan K. Møller +3
Spatio-temporal problems exist in many areas of knowledge and disciplines ranging from biology to engineering and physics. However, solution strategies based on classical statistic…
Market-Driven Energy Storage Planning for Microgrids with Renewable Energy Systems Using Stochastic Programming
Abdulelah H Habib, Vahid R. Disfani, Jan Kleissl +1
Battery Energy Storage Systems (BESS) can mitigate effects of intermittent energy production from renewable energy sources and play a critical role in peak shaving and demand charg…