Abinet Tesfaye Eseye

Short-term photovoltaic solar power forecasting using a hybrid Wavelet-PSO-SVM model based on SCADA and Meteorological information

Abinet Tesfaye Eseye, Jianhua Zhang, Dehua Zheng · Renewable Energy · 2017 · 420 citations

Electrical Engineering, Engineering, Smart Grid +10

Optimal energy management for industrial microgrids with high-penetration renewables

Han Li, Abinet Tesfaye Eseye, Jianhua Zhang et al. · Protection and Control of Modern Power Systems · 2017 · 209 citations · Full text

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

Short-Term Forecasting of Heat Demand of Buildings for Efficient and Optimal Energy Management Based on Integrated Machine Learning Models

Abinet Tesfaye Eseye, Matti Lehtonen · IEEE Transactions on Industrial Informatics · 2020 · 92 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20

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