Semen Uimonen

Publication Activity (10 Years)

Years Active: 2018-2020
Publications (10 Years): 9

Top Topics

Representative Subset

Selection Strategy

Power Generation

Top Venues

Eng. Appl. Artif. Intell.

Publications

Semen Uimonen, Toni Tukia, Jussi Ekström, Marja-Liisa Siikonen, Matti Lehtonen
A machine learning approach to modelling escalator demand response. Eng. Appl. Artif. Intell. 90 (2020)
Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia, Semen Uimonen, R. John Millar
Effective Input Dataset Identification Methodology for Accurate Prediction of Local PV Power Production. ISGT Europe (2019)
Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia, Semen Uimonen, R. John Millar
Day-ahead Prediction of Building District Heat Demand for Smart Energy Management and Automation in Decentralized Energy Systems. INDIN (2019)
Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia, Semen Uimonen, R. John Millar
Optimal Energy Trading for Renewable Energy Integrated Building Microgrids Containing Electric Vehicles and Energy Storage Batteries. IEEE Access 7 (2019)
Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia, Semen Uimonen, R. John Millar
Adaptive Predictor Subset Selection Strategy for Enhanced Forecasting of Distributed PV Power Generation. IEEE Access 7 (2019)
Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia, Semen Uimonen, R. John Millar
Efficient Feature Selection Strategy for Accurate Electricity Demand Forecasting. ISGT Europe (2019)
Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia, Semen Uimonen, R. John Millar
Short-term Forecasting of Electricity Consumption in Buildings for Efficient and Optimal Distributed Energy Management. INDIN (2019)
Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia, Semen Uimonen, R. John Millar
Machine Learning Based Integrated Feature Selection Approach for Improved Electricity Demand Forecasting in Decentralized Energy Systems. IEEE Access 7 (2019)
Toni Tukia, Semen Uimonen, Matti Lehtonen
Assessing the Applicability of Vertical Transportation in Power System Inertial Support. ISGT Europe (2018)