Publications

Marchenko O.V., Solomin S.V. Determination of the optimal structure of wind-solar power plants in the Mongolian part of the Gobi Desert [ОПРЕДЕЛЕНИЕ ОПТИМАЛЬНОЙ СТРУКТУРЫ ВЕТРОСОЛНЕЧНЫХ ЭЛЕКТРОСТАНЦИЙ В МОНГОЛЬСКОЙ ЧАСТИ ПУСТЫНИ ГОБИ] // Bulletin of the Tomsk Polytechnic University, Geo Assets Engineering. Vol.331. No.2. 2020. P.29-37. DOI: 10.18799/24131830/2020/2/2478

Huaizhi Wang,  Ren Cai, Bin Zhou, Saddam Aziz,  Bin Qin, Voropai N.I.,  Lingxiao Gan, Barakhtenko E.A. Solar irradiance forecasting based on direct explainable neural network // Energy Conversion and Management. Vol.226. ID:113487. 2020. DOI: 10.1016/j.enconman.2020.113487

Y. Zhang, X. Song,  Y. Li,  Z. Zeng, C. Yong, D. Sidorov,  X. Lv Two-Stage Active and Reactive Power Coordinated Optimal Dispatch for Active Distribution Network Considering Load Flexibility // Energies. Vol.13. No.22. ID:5922. 2020. DOI: 10.3390/en13225922

Voropai N Electric Power System Transformations: A Review of Main Prospects and Challenges // Energies. Vol.13. No.21. 2020. DOI: 10.3390/en13215639

Sidorov D., Liu F., Sun Y. Machine learning for energy systems // Energies. Vol.13. No.18. ID: 4708. 2020. DOI: 10.3390/en13184708

Liu H., Li Y., Cao Y., Zeng Z., Sidorov D. Operational risk assessment of electric-gas integrated energy systems considering N-1 accidents // Energies. Vol.13. No.5. ID: 1208. 2020. DOI: 10.3390/EN13051208

Wang H., Liu Y., Zhou B., Voropai N., Cao G., Jia Y., Barakhtenko E. Advanced adaptive frequency support scheme for DFIG under cyber uncertainty // Renewable Energy. Vol.161. 2020. P.98-109. DOI: 10.1016/j.renene.2020.06.085

Kozlov A.N., Tomin N.V., Sidorov D.N., Lora E.E.S., Kurbatsky V.G. Optimal operation control of PV-biomass gasifier-diesel-hybrid systems using reinforcement learning techniques // Energies. Vol.13. No.10. ID: 2632. 2020. DOI: 10.3390/en13102632

Wang H., Liu Y., Zhou B., Li C., Cao G., Voropai N., Barakhtenko E. Taxonomy research of artificial intelligence for deterministic solar power forecasting // Energy Conversion and Management. Vol.214. ID: 112909. 2020. DOI: 10.1016/j.enconman.2020.112909

Sidorov D., Panasetsky D., Tomin N., Karamov D., Zhukov A., Muftahov I., Dreglea A., Liu F., Li Y. Toward zero-emission hybrid AC/DC power systems with renewable energy sources and storages: A case study from Lake Baikal region // Energies. Vol.13. No.5. ID: 1226. 2020. DOI: 10.3390/en13051226