Toni Tukia

Machine Learning Based Integrated Feature Selection Approach for Improved Electricity Demand Forecasting in Decentralized Energy Systems

Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia et al. · IEEE Access · 2019 · 105 citations · Full text

Bga-gpr Fs, Machine Learning, Smart Grid +15

Optimal Energy Trading for Renewable Energy Integrated Building Microgrids Containing Electric Vehicles and Energy Storage Batteries

Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia et al. · IEEE Access · 2019 · 79 citations · Full text

Engineering, Hydrogen-based Microgrids, Energy Flexibility +16

Explicit method to predict annual elevator energy consumption in recurring passenger traffic conditions

Toni Tukia, Semen Uimonen, Marja‐Liisa Siikonen et al. · Journal of Building Engineering · 2016 · 30 citations · Full text

Engineering, Data Science, Traffic Prediction +11

High-resolution modeling of elevator power consumption

Toni Tukia, Semen Uimonen, Marja‐Liisa Siikonen et al. · Journal of Building Engineering · 2018 · 27 citations · Full text

Modal Analysis, Energy Modeling, Engineering +4

Adaptive Predictor Subset Selection Strategy for Enhanced Forecasting of Distributed PV Power Generation

Abinet Tesfaye Eseye, Matti Lehtonen, Toni Tukia et al. · IEEE Access · 2019 · 25 citations · Full text

Distributed Energy System, Engineering, Predictor Selection +16