1. Article › Research › Peer-reviewed
  2. Fuzzy neural networks' application for substation integral state assessment

    Khalyasmaa, A. I., Dmitriev, S. A., Kokin, S. E. & Eroshenko, S. A., 28 Mar 2014, In: WIT Transactions on Ecology and the Environment. 190 VOLUME 1, p. 599-605 7 p.

    Research output: Contribution to journalArticlepeer-review

  3. GNSS-Based Narrow-Angle UV Camera Targeting: Case Study of a Low-Cost MAD Robot

    Gyrichidi, N., Romanov, A. M., Trofimov, O. V., Eroshenko, S. A., Matrenin, P. V. & Khalyasmaa, A. I., 2024, In: Sensors. 24, 11, 3494.

    Research output: Contribution to journalArticlepeer-review

  4. Grey Wolf Optimizer for RES Capacity Factor Maximization at the Placement Planning Stage

    Bramm, A. M., Eroshenko, S. A., Khalyasmaa, A. I. & Matrenin, P. V., 2023, In: Mathematics. 11, 11, 2545.

    Research output: Contribution to journalArticlepeer-review

  5. High-Voltage Circuit Breakers Technical State Patterns Recognition Based on Machine Learning Methods

    Khalyasmaa, A. I., Senyuk, M. D. & Eroshenko, S. A., 1 Aug 2019, In: IEEE Transactions on Power Delivery. 34, 4, p. 1747-1756 10 p., 8731723.

    Research output: Contribution to journalArticlepeer-review

  6. 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 journalArticlepeer-review

  7. Inappropriate machine learning application in real power industry cases

    Khalyasmaa, A., Matrenin, P. & Eroshenko, S., 2022, In: International Journal of Electrical and Computer Engineering. 12, 3, p. 3023-3032 10 p.

    Research output: Contribution to journalArticlepeer-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 journalArticlepeer-review

  9. Island mode of low capacity generators operation

    Egorov, A. O., Eroshenko, S. A., Samoylenko, V. O., Kolobov, P. V. & Glushkov, D. A., 1 Jan 2014, In: Advanced Materials Research. 1008-1009, p. 426-429 4 p.

    Research output: Contribution to journalArticlepeer-review

  10. PMU-based informational support of power system control tasks

    Bartolomey, P. I., Eroshenko, S. A., Semenenko, S. I. & Suvorov, A. A., 28 Mar 2014, In: WIT Transactions on Ecology and the Environment. 190 VOLUME 1, p. 307-318 12 p.

    Research output: Contribution to journalArticlepeer-review

  11. 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 journalArticlepeer-review

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