5 citations · 13 across the 8 of their papers we have counts for
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cs.LG2021★ 2 cited
Risk-Aware Learning for Scalable Voltage Optimization in Distribution Grids
Shanny Lin, Shaohui Liu, Hao Zhu
Real-time coordination of distributed energy resources (DERs) is crucial for regulating the voltage profile in distribution grids. By capitalizing on a scalable neural network (NN)…
eess.SP2021★ 2 cited
Data-driven Modeling for Distribution Grids Under Partial Observability
Shanny Lin, Hao Zhu
Accurately modeling power distribution grids is crucial for designing effective monitoring and decision making algorithms. This paper addresses the partial observability issue of d…
eess.SP2021
Enhancing the Spatio-temporal Observability of Grid-Edge Resources in Distribution Grids
Shanny Lin, Hao Zhu
Enhancing the spatio-temporal observability of distributed energy resources (DERs) is crucial for achieving secure and efficient operations in distribution grids. This paper puts f…