2 papers
eess.SP2023
Distribution Network Fault Prediction Utilising Protection Relay Disturbance Recordings And Machine Learning
Ebrahim Balouji, Karl Bäckström, Viktor Olsson +4
As society becomes increasingly reliant on electricity, the reliability requirements for electricity supply continue to rise. In response, transmission/distribution system operator…
cs.LG2023
Prediction of Time and Distance of Trips Using Explainable Attention-based LSTMs
Ebrahim Balouji, Jonas Sjöblom, Nikolce Murgovski +1
In this paper, we propose machine learning solutions to predict the time of future trips and the possible distance the vehicle will travel. For this prediction task, we develop and…