Lead-acid battery maintenance using multilayer perceptron models. - Sergii Voronov; Erik Frisk; Mattias Krysander (ICPHM, 2018)

Deep Learning Model Predictive Control for Autonomous Driving in Unknown Environments. - Fatemeh Mohseni; Sergii Voronov; Erik Frisk (SyRoCo, 2018)

Data-Driven Battery Lifetime Prediction and Confidence Estimation for Heavy-Duty Trucks. - Sergii Voronov; Erik Frisk; Mattias Krysander (IEEE Trans. Reliab., 2018)

Machine Learning Models for Predictive Maintenance. - Sergii Voronov (2020)

A forest-based algorithm for selecting informative variables using Variable Depth Distribution. - Sergii Voronov; Daniel Jung 002; Erik Frisk (Eng. Appl. Artif. Intell., 2021)