Nagaraja Bodravara

Machine Learning-Enabled Active Filters for Power Quality Improvement in Grid-Connected Systems

This paper introduces a shunt active power filter (SAPF) with machine learning that is used to provide power quality (PQ) improvement to a PV-Battery hybrid inverter in a grid-connected system. A predictive compensation strategy based on a long short-term memory (LSTM) is used to produce adaptive reference current to r...