794 citations · 2.6k across the 45 of their papers we have counts for
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Joint Estimation of Topology and Injection Statistics in Distribution Grids with Missing Nodes
Deepjyoti Deka, Michael Chertkov, Scott Backhaus
Optimal operation of distribution grid resources relies on accurate estimation of its state and topology. Practical estimation of such quantities is complicated by the limited pres…
Approximating Flexibility in Distributed Energy Resources: A Geometric Approach
Soumya Kundu, Karanjit Kalsi, Scott Backhaus
With increasing availability of communication and control infrastructure at the distribution systems, it is expected that the distributed energy resources (DERs) will take an activ…
Topology Estimation using Graphical Models in Multi-Phase Power Distribution Grids
Deepjyoti Deka, Michael Chertkov, Scott Backhaus
Distribution grid is the medium and low voltage part of a large power system. Structurally, the majority of distribution networks operate radially, such that energized lines form a…
Learning with End-Users in Distribution Grids: Topology and Parameter Estimation
Sejun Park, Deepjyoti Deka, Scott Backhaus +1
Efficient operation of distribution grids in the smart-grid era is hindered by the limited presence of real-time nodal and line meters. In particular, this prevents the easy estima…