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  1. 2020

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. The methodology of high-voltage instrument transformers technical state index assessment

    Khalyasmaa, A., Vinter, I., Eroshenko, S. & Bolgov, V., Jun 2020, 2020 21st International Symposium on Electrical Apparatus and Technologies, SIELA 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 9167110. (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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