Concepedia

Aleksei Mashlakov

AM

5

Publications

178

Citations

5

H-Index

2019

Active since

Affiliations

Lappeenranta-Lahti University of Technology(Current)

Aleksei Mashlakov is an author at Lappeenranta-Lahti University of Technology specializing in energy management, smart grid, and engineering.

Top concepts

Smart GridEngineeringEnergy ManagementForecastingData ScienceSystems EngineeringMicrogridsDeep LearningPower SystemsEnergy Storage

Publications per year

2019–2021

5

Publications

5

Assessing the performance of deep learning models for multivariate probabilistic energy forecasting

Aleksei Mashlakov, Toni Kuronen, Lasse Lensu et al. · Applied Energy · 2021 · 83 citations · Full text

Intelligent Forecasting, Forecasting Methodology, Probabilistic Forecasting +15

Decentralized cooperative scheduling of prosumer flexibility under forecast uncertainties

Aleksei Mashlakov, Evangelos Pournaras, Pedro H. J. Nardelli et al. · Applied Energy · 2021 · 43 citations · Full text

Probabilistic Forecasting of Battery Energy Storage State-of-Charge under Primary Frequency Control

Aleksei Mashlakov, Lasse Lensu, Arto Kaarna et al. · IEEE Journal on Selected Areas in Communications · 2019 · 28 citations · Full text

Engineering, Machine Learning, Home Energy Storage +24

Weather-Driven Predictive Control of a Battery Storage for Improved Microgrid Resilience

Daniel Gutiérrez-Rojas, Aleksei Mashlakov, Christina Brester et al. · IEEE Access · 2021 · 14 citations · Full text

Distributed Energy System, Engineering, Microgrid Resilience +22

Integrated business platform of distributed energy resources – Case Finland

Ville Tikka, Aleksei Mashlakov, Anna Kulmala et al. · Energy Procedia · 2019 · 10 citations · Full text

Distributed Energy System, Engineering, Energy Markets +24

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