Abinet Tesfaye Eseye

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 10

Top Topics

Power Generation

Machine Learning Models

Energy Management

Top Venues

Publications

Xiangyu Zhang, Abinet Tesfaye Eseye, Bernard Knueven, Weijia Liu, Matthew Reynolds, Wesley B. Jones
Curriculum-based Reinforcement Learning for Distribution System Critical Load Restoration. CoRR (2022)
Xiangyu Zhang, Abinet Tesfaye Eseye, Bernard Knueven, Wesley Jones
Restoring Distribution System Under Renewable Uncertainty Using Reinforcement Learning. SmartGridComm (2020)
Abinet Tesfaye Eseye, Matti Lehtonen
Short-Term Forecasting of Heat Demand of Buildings for Efficient and Optimal Energy Management Based on Integrated Machine Learning Models. IEEE Trans. Ind. Informatics 16 (12) (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)