| Machine learning based integrated feature selection approach for improved electricity demand forecasting in decentralized energy systems AT Eseye, M Lehtonen, T Tukia, S Uimonen, RJ Millar IEEE Access 7, 91463-91475, 2019 | 141 | 2019 |
| Optimal energy trading for renewable energy integrated building microgrids containing electric vehicles and energy storage batteries AT Eseye, M Lehtonen, T Tukia, S Uimonen, RJ Millar IEEE Access 7, 106092-106101, 2019 | 106 | 2019 |
| Simulation of electric vehicle charging stations load profiles in office buildings based on occupancy data S Uimonen, M Lehtonen Energies 13 (21), 5700, 2020 | 46 | 2020 |
| High-resolution modeling of elevator power consumption T Tukia, S Uimonen, ML Siikonen, C Donghi, M Lehtonen Journal of Building Engineering 18, 210-219, 2018 | 35 | 2018 |
| Adaptive predictor subset selection strategy for enhanced forecasting of distributed PV power generation AT Eseye, M Lehtonen, T Tukia, S Uimonen, RJ Millar IEEE Access 7, 90652-90665, 2019 | 33 | 2019 |
| Explicit method to predict annual elevator energy consumption in recurring passenger traffic conditions T Tukia, S Uimonen, ML Siikonen, H Hakala, C Donghi, M Lehtonen Journal of Building Engineering 8, 179-188, 2016 | 33 | 2016 |
| Modeling the aggregated power consumption of elevators–the New York city case study T Tukia, S Uimonen, ML Siikonen, C Donghi, M Lehtonen Applied Energy 251, 113356, 2019 | 27 | 2019 |
| Energy consumption of escalators in low traffic environment S Uimonen, T Tukia, ML Siikonen, D Lange, C Donghi, XL Cai, H Nousu, ... Energy and Buildings 125, 287-297, 2016 | 20 | 2016 |
| A machine learning approach to modelling escalator demand response S Uimonen, T Tukia, J Ekström, ML Siikonen, M Lehtonen Engineering Applications of Artificial Intelligence 90, 103521, 2020 | 18 | 2020 |
| Short-term forecasting of electricity consumption in buildings for efficient and optimal distributed energy management AT Eseye, M Lehtonen, T Tukia, S Uimonen, RJ Millar 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019 | 13 | 2019 |
| Impact of daily passenger traffic on energy consumption of intermittent-operating escalators S Uimonen, T Tukia, ML Siikonen, M Lehtonen Energy and Buildings 140, 348-358, 2017 | 12 | 2017 |
| Evaluating and improving the energy efficiency of counterbalanced elevators based on passenger traffic T Tukia, S Uimonen, M Lehtonen, ML Siikonen, C Donghi 2016 IEEE 16th International Conference on Environment and Electrical …, 2016 | 10 | 2016 |
| Day-ahead prediction of building district heat demand for smart energy management and automation in decentralized energy systems AT Eseye, M Lehtonen, T Tukia, S Uimonen, RJ Millar 2019 IEEE 17th International Conference on Industrial Informatics (Indin) 1 …, 2019 | 9 | 2019 |
| A study for improving the energy efficiency of lifts with adjustable counterweighting T Tukia, S Uimonen, ML Siikonen, H Hakala, M Lehtonen Building Services Engineering Research and Technology 38 (4), 421-435, 2017 | 9 | 2017 |
| Efficient feature selection strategy for accurate electricity demand forecasting AT Eseye, M Lehtonen, T Tukia, S Uimonen, J Millar 2019 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe), 1-5, 2019 | 7 | 2019 |
| Predicting the annual escalator energy consumption based on short-term measurements S Uimonen, T Tukia, ML Siikonen, M Lehtonen Journal of Building Engineering 13, 319-325, 2017 | 7 | 2017 |
| Modelling the daily energy consumption of escalators with various passenger volumes S Uimonen, T Tukia, M Lehtonen, ML Siikonen 2016 IEEE 16th International Conference on Environment and Electrical …, 2016 | 7 | 2016 |
| Practices to improve the annual elevator energy consumption estimates and measurements T Tukia, S Uimonen, ML Siikonen, H Hakala, C Donghi, M Lehtonen International Review on Modelling and Simulations 9 (3), 134-143, 2016 | 7 | 2016 |
| Energy consumption of escalators S Uimonen | 6 | 2015 |
| Potential of aggregated escalator loads in demand response S Uimonen, T Tukia, ML Siikonen, M Lehtonen Electric Power Systems Research 175, 105917, 2019 | 5 | 2019 |
