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Browsing by Author "Eseye, Abinet Tesfaye"

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Title: Adaptive Predictor Subset Selection Strategy for Enhanced Forecasting of Distributed PV Power Generation Author(s): Eseye, Abinet Tesfaye; Lehtonen, Matti; Tukia, Toni; Uimonen, Semen; John Millar, R. Date: 2019-01-01 Series: IEEE Access, Volume 7
Title: Day-ahead Prediction of Building District Heat Demand for Smart Energy Management and Automation in Decentralized Energy Systems Author(s): Eseye, Abinet Tesfaye; Lehtonen, Matti; Tukia, Toni; Uimonen, Semen; Millar, R. John Date: 2019 Series: Proceedings of the 17th IEEE International Conference on Industrial Informatics, INDIN 2019, IEEE International Conference on Industrial Informatics
Title: Effective Input Dataset Identification Methodology for Accurate Prediction of Local PV Power Production Author(s): Eseye, Abinet Tesfaye; Lehtonen, Matti; Tukia, Toni; Uimonen, Semen; Millar, Robert Date: 2019 Series: Proceedings of the IEEE PES Europe Conference on Innovative Smart Grid Technologies, ISGT-Europe 2019, IEEE PES Innovative Smart Grid Technologies Conference Europe
Title: Efficient Feature Selection Strategy for Accurate Electricity Demand Forecasting Author(s): Eseye, Abinet Tesfaye; Lehtonen, Matti; Tukia, Toni; Uimonen, Semen; Millar, Robert Date: 2019 Series: Proceedings of the IEEE PES Europe Conference on Innovative Smart Grid Technologies, ISGT-Europe 2019, IEEE PES Innovative Smart Grid Technologies Conference Europe
Title: Exploiting Flexibility of Renewable Energy Integrated Buildings for Optimal Day-ahead and Real-time Power Bidding Considering Batteries and EVs as Demand Response Resources Author(s): Eseye, Abinet Tesfaye; Lehtonen, Matti; Tukia, Toni; Uimonen, Semen; Millar, R. John Date: 2019 Series: Proceedings of the 16th International Conference on the European Energy Market, EEM 2019, International Conference on the European Energy Market
Title: Machine learning based integrated feature selection approach for improved electricity demand forecasting in decentralized energy systems Author(s): Eseye, Abinet Tesfaye; Lehtonen, Matti; Tukia, Toni; Uimonen, Semen; Millar, R. John Date: 2019-01-01 Series: IEEE Access, Volume 7
Title: Optimal Energy Trading for Renewable Energy Integrated Building Microgrids Containing Electric Vehicles and Energy Storage Batteries Author(s): Eseye, Abinet Tesfaye; Lehtonen, Matti; Tukia, Toni; Uimonen, Semen; Millar, R. John Date: 2019-01-01 Series: IEEE Access, Volume 7
Title: Short-term Forecasting of Electricity Consumption in Buildings for Efficient and Optimal Distributed Energy Management Author(s): Eseye, Abinet Tesfaye; Lehtonen, Matti; Tukia, Toni; Uimonen, Semen; Millar, R. John Date: 2019 Series: Proceedings of the 17th IEEE International Conference on Industrial Informatics, INDIN 2019, IEEE International Conference on Industrial Informatics
Title: Short-term Forecasting of Heat Demand of Buildings for Efficient and Optimal Energy Management Based on Integrated Machine Learning Models Author(s): Eseye, Abinet Tesfaye; Lehtonen, Matti Date: 2020 Series: IEEE Transactions on Industrial Informatics, Volume 16, issue 12