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  1. 2024

  2. Solar Irradiance Forecasting with Natural Language Processing of Cloud Observations and Interpretation of Results with Modified Shapley Additive Explanations

    Matrenin, P., Gamaley, V., Khalyasmaa, A. & Stepanova, A., 2024, In: Algorithms. 17, 4, 150.

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

  3. 2023

  4. Ensemble Machine Learning Model for Day Ahead Solar Power Forecasting for Mongolia Power System: book chapter

    Rusina, A., Osgonbaatar, T., Stepanova, A. & Matrenin, P., 2023, Proceedings of the 2023 Belarusian-Ural-Siberian Smart Energy Conference, BUSSEC 2023: book. Institute of Electrical and Electronics Engineers Inc., p. 84-87

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

  5. Review of the Digital Twin Technology Applications for Electrical Equipment Lifecycle Management

    Khalyasmaa, A. I., Stepanova, A. I., Eroshenko, S. A. & Matrenin, P. V., 2023, In: Mathematics. 11, 6, 1315.

    Research output: Contribution to journal › Review article › peer-review

  6. The Methodology for Overhead Power Transmission Lines Technical State Assessment Based on Machine Learning: book chapter

    Stepanova, A., 2023, Proceedings of the 2023 Belarusian-Ural-Siberian Smart Energy Conference, BUSSEC 2023: book. Institute of Electrical and Electronics Engineers Inc., p. 94-99 6 p.

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

  7. ИНТЕЛЛЕКТУАЛЬНЫЕ МУЛЬТИАГЕНТНЫЕ СИСТЕМЫ В ЭЛЕКТРОЭНЕРГЕТИКЕ: монография

    Хальясмаа, А. И., Ерошенко, С. А., Юманова, И. Ф., Степанова, А. И. & Матренин, П. В., 2023, Новосибирск: Новосибирский государственный технический университет. 222 p.

    Research output: Book/Report › Book › peer-review

  8. 2022

  9. Optimization of the Power Equipment Operational State During Restoration and Reconstruction

    Khalyasmaa, A., Sidorova, A. & Stepanova, A., 11 Nov 2022, 2022 IEEE International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2022. Institute of Electrical and Electronics Engineers Inc., p. 710-715

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

  10. 2020

  11. The compensation of current transformer saturation for proper protection operation

    Tashchilin, V. & Stepanova, A., 13 Nov 2020, Proceedings of the 2020 Ural Smart Energy Conference, USEC 2020. Institute of Electrical and Electronics Engineers Inc., p. 13-16 4 p. 9281220. (Proceedings of the 2020 Ural Smart Energy Conference, USEC 2020).

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

  12. 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

  13. 2019

  14. Day-ahead Solar Power Plant Forecasting Accuracy Improvement on the Hourly Basis

    Snegirev, D. A., Eroshenko, S. A., Khalyasmaa, A. I., Dubailova, V. V. & Stepanova, A. I., 28 Feb 2019, Proceedings of the 2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2019. Shaposhnikov, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 1088-1091 4 p. 8657024

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

  15. High-voltage Equipment State Assessment Method Based on the Integrated Use of Advanced Non-Destructive Technologies

    Khalyasmaa, A. I., Stepanova, A. I. & Davidenko, I. V., 28 Feb 2019, Proceedings of the 2019 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering, ElConRus 2019. Shaposhnikov, S. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 988-991 4 p. 8657305. (IEEE NW Russia Young Researchers in Electrical and Electronic Engineering Conference).

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

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