Hyper-parameter Optimization of Multi-attention Recurrent Neural Network for Battery State-of-Charge Forecasting. - Aleksei Mashlakov; Ville Tikka; Lasse Lensu; Aleksei Romanenko; Samuli Honkapuro (EPIA (1), 2019)

Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control. - Aleksei Mashlakov; Lasse Lensu; Arto Kaarna; Ville Tikka; Samuli Honkapuro (IEEE J. Sel. Areas Commun., 2020)

Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience. - Daniel Gutierrez-Rojas; Aleksei Mashlakov; Christina Brester; Harri Niska; Mikko Kolehmainen; Arun Narayanan; Samuli Honkapuro; Pedro H. J. Nardelli (IEEE Access, 2021)