63 citations · 198 across the 26 of their papers we have counts for
6 papers · 1 filter
Optimizing a Digital Twin for Fault Diagnosis in Grid Connected Inverters -- A Bayesian Approach
Pavol Mulinka, Subham Sahoo, Charalampos Kalalas +1
In this paper, a hyperparameter tuning based Bayesian optimization of digital twins is carried out to diagnose various faults in grid connected inverters. As fault detection and di…
A Robust and Explainable Data-Driven Anomaly Detection Approach For Power Electronics
Alexander Beattie, Pavol Mulinka, Subham Sahoo +4
Timely and accurate detection of anomalies in power electronics is becoming increasingly critical for maintaining complex production systems. Robust and explainable strategies help…
Packetized Energy Management Controller for Residential Consumers
Hafiz Majid Hussain, Ashfaq Ahmad, Arun Narayanan +2
In this paper, we investigate the management of energy storage control and load scheduling in scenarios considering a grid-connected photovoltaic (PV) system using packetized energ…
Virtual Microgrid Management via Software-defined Energy Network for Electricity Sharing
Pedro H. J. Nardelli, Hafiz Majid Hussein, Arun Narayanan +1
Digitalization has led to radical changes in the distribution of goods across various sectors. The tendency is to move from traditional buyer-seller markets to subscription-based o…
Review of the State-of-the-Art on Adaptive Protection for Microgrids based on Communications
Daniel Gutierrez-Rojas, Pedro H. J. Nardelli, Goncalo Mendes +1
The dominance of distributed energy resources in microgrids and the associated weather dependency require flexible protection. They include devices capable of adapting their protec…
Twenty-one key factors to choose an IoT platform: Theoretical framework and its applications
Mehar Ullah, Pedro H. J. Nardelli, Annika Wolff +1
Internet of Things (IoT) refers to the interconnection of physical objects via the Internet. It utilises complex back-end systems which need different capabilities depending on the…