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May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
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Gaming at the Lessons of Foreign Languages in the System of Higher Professional Education in Russia

P. 67–77.
Trofimova N., Иванова Б. Л.

The paper highlights some historical facts of gaming development in Russian higher non-linguistic education including contemporary situation. The authors also share their experience in role-playing and larping (from English: Live Action Role-playing Game, LARPG), business gaming, simulating and some other technologies of interdisciplinary approach in teaching Business English and ESP at non-language universities as well as language gaming and larping in teaching German as the second foreign language.

Language: English
Full text
Keywords: деловые игрыиграролевые игрыигра-симуляцияRole-playing gamesgamingbusiness gamessimulationslarpingролевые игры живого действия

In book

Sharing Practices – this is my Story, what is yours
Lappeenranta: Saimaa University of Applied Sciences, 2016.
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