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  1. 2022

  2. Оптимизация топологии сети с ВИЭ-генерацией на основе модифицированного адаптированного генетического алгоритма

    Bramm, A. M., Khalyasmaa, A. I., Eroshenko, S. A., Matrenin, P. V., Papkova, N. A. & Sekatski, D. A., 2022, In: Energetika. Proceedings of CIS Higher Education Institutions and Power Engineering Associations. 65, 4, p. 341-354 14 p.

    Research output: Contribution to journal › Article › peer-review

  3. 2021

  4. The impact of distributed generation intensive development on ecological performance of remote power supply centers

    Eroshenko, S. A., Samoylenko, V. O. & Khalyasmaa, A. I., Dec 2021, In: CIGRE Science and Engineering. 2021, 23

    Research output: Contribution to journal › Article › peer-review

  5. Analysis of the State of High-Voltage Current Transformers Based on Gradient Boosting on Decision Trees

    Khalyasmaa, A. I., Senyuk, M. D. & Eroshenko, S. A., Aug 2021, In: IEEE Transactions on Power Delivery. 36, 4, p. 2154-2163 10 p., 9186646.

    Research output: Contribution to journal › Article › peer-review

  6. Effect of Data Preprocessing on the Forecasting Accuracy of Solar Power Plant

    Bramm, A., Eroshenko, S. & Khalyasmaa, A., 24 May 2021, 2021 18th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9462288. (2021 18th International Scientific Technical Conference Alternating Current Electric Drives, ACED 2021 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  7. Technical and economic efficiency analysis of the energy storage systems use in off-grid power systems

    Nesterenko, G., Prankevich, G., Eroshenko, S., Chuvashev, R. & Zyryanov, V., 11 Feb 2021, Proceedings of the 7th International Conference on Electrical Energy Systems, ICEES 2021. Institute of Electrical and Electronics Engineers Inc., p. 68-72 5 p. 9383742. (Proceedings of the 7th International Conference on Electrical Energy Systems, ICEES 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  8. Application of swarm intelligence algorithms to optimize the power consumption model

    Matrenin, P., Khalyasmaa, A., Eroshenko, S. & Rusina, A., 8 Jan 2021, 2021 IEEE 2nd International Conference on Control, Measurement and Instrumentation, CMI 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 72-75 4 p. 9362833. (2021 IEEE 2nd International Conference on Control, Measurement and Instrumentation, CMI 2021 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  9. Averaged Errors as a Risk Factor for Intelligent Forecasting Systems Operation in the Power Industry

    Khalyasmaa, A., Matrenin, P. & Eroshenko, S., 2021, Proceedings of the 2021 Ural-Siberian Smart Energy Conference, USSEC 2021. Institute of Electrical and Electronics Engineers Inc., p. 192-196 5 p. (Proceedings of the 2021 Ural-Siberian Smart Energy Conference, USSEC 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  10. Optimal Reconfiguration of Distribution Network with Solar Power Plants

    Bramm, A. & Eroshenko, S., 2021, Proceedings of the 2021 Ural-Siberian Smart Energy Conference, USSEC 2021. Institute of Electrical and Electronics Engineers Inc., p. 138-142 5 p. (Proceedings of the 2021 Ural-Siberian Smart Energy Conference, USSEC 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  11. Power Industry Risk Assessment: Current Practices

    Eroshenko, S., Bramm, A., Zinovieva, E. L. & Vozisova, O. S., 2021, Proceedings of the 2021 Ural-Siberian Smart Energy Conference, USSEC 2021. Institute of Electrical and Electronics Engineers Inc., p. 197-200 4 p. (Proceedings of the 2021 Ural-Siberian Smart Energy Conference, USSEC 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  12. АНАЛИЗ ОШИБОК ПРИМЕНЕНИЯ АЛГОРИТМОВ МАШИННОГО ОБУЧЕНИЯ В ЗАДАЧАХ ЭЛЕКТРОЭНЕРГЕТИКИ

    Хальясмаа, А. И., Матренин, П. В. & Ерошенко, С. А., 2021, In: Электроэнергия. Передача и распределение. 3 (66), p. 46-53 8 p.

    Research output: Contribution to journal › Article › peer-review

  13. 2020

  14. Implementation Features of the Intelligent Systems for Power Utilities Plant Assets Management

    Khalyasmaa, A., Eroshenko, S. & Zinovieva, E., 25 Dec 2020, 2020 10th International Conference on Power and Energy Systems, ICPES 2020. Institute of Electrical and Electronics Engineers Inc., p. 414-419 6 p. 9349711. (2020 10th International Conference on Power and Energy Systems, ICPES 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  15. Improving accuracy and generalization performance of small-size recurrent neural networks applied to short-term load forecasting

    Matrenin, P. V., Manusov, V. Z., Khalyasmaa, A. I., Antonenkov, D. V., Eroshenko, S. A. & Butusov, D. N., Dec 2020, In: Mathematics. 8, 12, p. 1-17 17 p., 2169.

    Research output: Contribution to journal › Article › peer-review

  16. The impact of data filtration on the accuracy of multiple time-domain forecasting for photovoltaic power plants generation

    Eroshenko, S. A., Khalyasmaa, A. I., Snegirev, D. A., Dubailova, V. V., Romanov, A. M. & Butusov, D. N., Nov 2020, In: Applied Sciences (Switzerland). 10, 22, p. 1-22 22 p., 8265.

    Research output: Contribution to journal › Article › peer-review

  17. Microgrid development for remote residential customers power supply

    Khalyasmaa, A., Eroshenko, S., Bramm, A., Chakravarthi Teja, P. & Hariprakash, R., 9 Oct 2020, Proceedings of the International Conference on Smart Technologies in Computing, Electrical and Electronics, ICSTCEE 2020. Niranjan, S. K., Divakar, B. P., Manvi, S. S., Hulipalled, V. R. & Kodabagi, M. M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 186-190 5 p. 9276813. (Proceedings of the International Conference on Smart Technologies in Computing, Electrical and Electronics, ICSTCEE 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  18. Photovoltaic power plant production operational forecast based on its short-term forecasting model

    Khalyasmaa, A., Eroshenko, S., Chung Tran, D. & Denis, S., 9 Oct 2020, Proceedings of the International Conference on Smart Technologies in Computing, Electrical and Electronics, ICSTCEE 2020. Niranjan, S. K., Divakar, B. P., Manvi, S. S., Hulipalled, V. R. & Kodabagi, M. M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 560-563 4 p. 9276846. (Proceedings of the International Conference on Smart Technologies in Computing, Electrical and Electronics, ICSTCEE 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  19. Strategic planning of renewable energy sources implementation following the country-wide goals of energy sector development

    Khalyasmaa, A., Eroshenko, S., Bramm, A., Tran, D. C., Chakravarthi Teja, P. & Hariprakash, R., 9 Oct 2020, Proceedings of the International Conference on Smart Technologies in Computing, Electrical and Electronics, ICSTCEE 2020. Niranjan, S. K., Divakar, B. P., Manvi, S. S., Hulipalled, V. R. & Kodabagi, M. M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 433-438 6 p. 9277484. (Proceedings of the International Conference on Smart Technologies in Computing, Electrical and Electronics, ICSTCEE 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  20. Very-short term forecasting of photovoltaic plants generation based on meteorological data from open sources using machine learning

    Khalyasmaa, A., Eroshenko, S. & Chung Tran, D., 9 Oct 2020, Proceedings of the International Conference on Smart Technologies in Computing, Electrical and Electronics, ICSTCEE 2020. Niranjan, S. K., Divakar, B. P., Manvi, S. S., Hulipalled, V. R. & Kodabagi, M. M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 564-568 5 p. 9276765. (Proceedings of the International Conference on Smart Technologies in Computing, Electrical and Electronics, ICSTCEE 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  21. Industry experience of developing day-ahead photovoltaic plant forecasting system based on machine learning

    Khalyasmaa, A. I., Eroshenko, S. A., Tashchilin, V. A., Ramachandran, H., Chakravarthi, T. P. & Butusov, D. N., 2 Oct 2020, In: Remote Sensing. 12, 20, p. 1-21 21 p., 3420.

    Research output: Contribution to journal › Article › peer-review

  22. Machine learning application for the high-voltage equipment lifecycle forecasting

    Khalyasmaa, A., Eroshenko, S., Elaev, M. & Chung, T. D., Jun 2020, 2020 21st International Symposium on Electrical Apparatus and Technologies, SIELA 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9167063. (2020 21st International Symposium on Electrical Apparatus and Technologies, SIELA 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  23. The application of partial discharge monitoring system for instrument transformers: Special issues

    Khalyasmaa, A., Stepanova, A., Eroshenko, S., Bolgov, V. & Chung, T. D., Jun 2020, 2020 21st International Symposium on Electrical Apparatus and Technologies, SIELA 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9167108. (2020 21st International Symposium on Electrical Apparatus and Technologies, SIELA 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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