5 citations · 7 across the 4 of their papers we have counts for
4 papers
Rethink AI-based Power Grid Control: Diving Into Algorithm Design
Xiren Zhou, Siqi Wang, Ruisheng Diao +3
Recently, deep reinforcement learning (DRL)-based approach has shown promisein solving complex decision and control problems in power engineering domain.In this paper, we present a…
On Training Effective Reinforcement Learning Agents for Real-time Power Grid Operation and Control
Ruisheng Diao, Di Shi, Bei Zhang +6
Deriving fast and effectively coordinated control actions remains a grand challenge affecting the secure and economic operation of today's large-scale power grid. This paper presen…
Line Outage Detection and Localization via Synchrophasor Measurement
Xianda Deng, Desong Bian, Di Shi +3
Since transmission lines are crucial links in the power system, one line outage event may bring about interruption or even cascading failure of the power system. If a quick and acc…
Performance Evaluation of Communication Technologies and Network Structure for Smart Grid Applications
Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn +2
Design of an effective and reliable communication network supporting smart grid applications requires a selection of appropriate communication technologies and protocols. The objec…