no code implementations • 9 Mar 2019 • Pan Li, Baihong Jin, Ruoxuan Xiong, Dai Wang, Alberto Sangiovanni-Vincentelli, Baosen Zhang
We present a machine learning approach to the solution of chance constrained optimizations in the context of voltage regulation problems in power system operation.
no code implementations • 28 Apr 2017 • Pan Li, Baihong Jin, Dai Wang, Baosen Zhang
We also show that this optimization problem is convex for a wide variety of probabilistic distributions.