Data-Driven Optimal Voltage Regulation Using Input Convex Neural Networks
Sign Up to like & getrecommendations! Published in 2020 at "Electric Power Systems Research"
DOI: 10.1016/j.epsr.2020.106741
Abstract: Abstract Fast time-scale voltage regulation is needed to enable high penetration of renewables in power distribution networks. A promising approach is to control the reactive power injections of inverters to maintain the voltages. However, existing… read more here.
Keywords: voltage; voltage regulation; power; input convex ... See more keywords
Convex Neural Networks Based Reinforcement Learning for Load Frequency Control under Denial of Service Attacks
Sign Up to like & getrecommendations! Published in 2022 at "Algorithms"
DOI: 10.3390/a15020034
Abstract: With the increase in the complexity and informatization of power grids, new challenges, such as access to a large number of distributed energy sources and cyber attacks on power grid control systems, are brought to… read more here.
Keywords: convex neural; reinforcement learning; load frequency; frequency ... See more keywords