7 citations · 9 across the 2 of their papers we have counts for
3 papers
eess.SY2020★ 7 cited
Imitation Learning with Stability and Safety Guarantees
He Yin, Peter Seiler, Ming Jin +1
A method is presented to learn neural network (NN) controllers with stability and safety guarantees through imitation learning (IL). Convex stability and safety conditions are deri…
math.OC2020★ 2 cited
Deep Learning for Reactive Power Control of Smart Inverters under Communication Constraints
Sarthak Gupta, Vassilis Kekatos, Ming Jin
Aiming for the median solution between cyber-intensive optimal power flow (OPF) solutions and subpar local control, this work advocates deciding inverter injection setpoints using…
eess.SP2019
Boundary Defense against Cyber Threat for Power System Operation
Ming Jin, Javad Lavaei, Somayeh Sojoudi +1
The operation of power grids is becoming increasingly data-centric. While the abundance of data could improve the efficiency of the system, it poses major reliability challenges. I…