IEEE

Digital Twin Based Health Monitoring of Converter in Grid Integrated PV Systems using State Space Modeling and Advanced Control and Optimization Techniques

Abstract: This research examines the application of an emerging technology known as the Digital Twin (DT) for the real-time health assessment of diverse grid-integrated photovoltaic (PV) system ...
IEEE

Grid Search Based Hyperparameter Optimization for Machine Learning Based Non-Intrusive Load Monitoring

Abstract: This paper solves the Non-Intrusive Load Monitoring problem by using two machine learning based models: Xgboost and Recurrent Neural Network. We utilize and develop models using a publicly ...