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20 September 2022
Energies | Top 10 Cited Papers in 2020–2021 in the Section “Artificial Intelligence and Smart Energy”

1. “Deep-Learning Forecasting Method for Electric Power Load via Attention-Based Encoder-Decoder with Bayesian Optimization”
by Xue-Bo Jin, Wei-Zhen Zheng, Jian-Lei Kong, Xiao-Yi Wang, Yu-Ting Bai, Ting-Li Su and Seng Lin
Energies 2021, 14(6), 1596; https://doi.org/10.3390/en14061596
Available online: https://www.mdpi.com/1996-1073/14/6/1596

2. “A Comprehensive Review on IoT Protocols’ Features in Smart Grid Communication”
by Lilia Tightiz and Hyosik Yang
Energies 2020, 13(11), 2762; https://doi.org/10.3390/en13112762
Available online: https://www.mdpi.com/1996-1073/13/11/2762

3. “A New Virtual Synchronous Generator Design Based on the SMES System for Frequency Stability of Low-Inertia Power Grids”
by Gaber Magdy, Abualkasim Bakeer, Morsy Nour and Eduard Petlenkov
Energies 2020, 13(21), 5641; https://doi.org/10.3390/en13215641
Available online: https://www.mdpi.com/1996-1073/13/21/5641

4. “Use of Artificial Neural Networks to Predict Fuel Consumption on the Basis of Technical Parameters of Vehicles”
by Jarosław Ziółkowski, Mateusz Oszczypała, Jerzy Małachowski and Joanna Szkutnik-Rogoż
Energies 2021, 14(9), 2639; https://doi.org/10.3390/en14092639
Available online: https://www.mdpi.com/1996-1073/14/9/2639

5. “Virtual State Feedback Reference Tuning and Value Iteration Reinforcement Learning for Unknown Observable Systems Control”
by Mircea-Bogdan Radac and Anamaria-Ioana Borlea
Energies 2021, 14(4), 1006; https://doi.org/10.3390/en14041006
Available online: https://www.mdpi.com/1996-1073/14/4/1006

6. “Application of the Vortex Search Algorithm to the Phase-Balancing Problem in Distribution Systems”
by Brandon Cortés-Caicedo, Laura Sofía Avellaneda-Gómez, Oscar Danilo Montoya, Lazaro Alvarado-Barrios and Harold R. Chamorro
Energies 2021, 14(5), 1282; https://doi.org/10.3390/en14051282
Available online: https://www.mdpi.com/1996-1073/14/5/1282

7. “It Is Still Possible to Achieve the Paris Climate Agreement: Regional, Sectoral, and Land-Use Pathways”
by Sven Teske, Thomas Pregger, Sonja Simon, Tobias Naegler, Johannes Pagenkopf, Özcan Deniz, Bent van den Adel, Kate Dooley and Malte Meinshausen
Energies 2021, 14(8), 2103; https://doi.org/10.3390/en14082103
Available online: https://www.mdpi.com/1996-1073/14/8/2103

8. “A Short-Term Residential Load Forecasting Model Based on LSTM Recurrent Neural Network Considering Weather Features”
by Yizhen Wang, Ningqing Zhang and Xiong Chen
Energies 2021, 14(10), 2737; https://doi.org/10.3390/en14102737
Available online: https://www.mdpi.com/1996-1073/14/10/2737

9. “Construction of Operational Data-Driven Power Curve of a Generator by Industry 4.0 Data Analytics”
by Waqar Muhammad Ashraf, Ghulam Moeen Uddin, Muhammad Farooq, Fahid Riaz, Hassan Afroze Ahmad, Ahmad Hassan Kamal, Saqib Anwar, Ahmed M. El-Sherbeeny, Muhammad Haider Khan, Noman Hafeez, Arman Ali, Abdul Samee, Muhammad Ahmad Naeem, Ahsaan Jamil, Hafiz Ali Hassan, Muhammad Muneeb, Ijaz Ahmad Chaudhary, Marcin Sosnowski and Jaroslaw Krzywanski
Energies 2021, 14(5), 1227; https://doi.org/10.3390/en14051227
Available online: https://www.mdpi.com/1996-1073/14/5/1227

10. “Techno-Economic Analysis of a Stand-Alone Hybrid System: Application in Donoussa Island, Greece”
by Michail Katsivelakis, Dimitrios Bargiotas, Aspassia Daskalopulu, Ioannis P. Panapakidis and Lefteri Tsoukalas
Energies 2021, 14(7), 1868; https://doi.org/10.3390/en14071868
Available online: https://www.mdpi.com/1996-1073/14/7/1868

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