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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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Architecture of Integrative Information and Communication System Developed Based on the Results of Space Activities in the Agro-Industrial Complex

P. 78–82.
Dorofeev A., Кукшин А. И.

The article contains information on the architecture of integrative information and communication system developed based on the results of space activities for the development of digital economy in the agro-industrial complex of the Russian Federation. The article provides a review of the development stages of information and analytical solutions in Russian agriculture. There is also an approach for the introduction of modern ICT in order to ensure an intensive development of the agro-industrial complex in Russia within the digital economy.

 

The article contains information on the architecture of integrative information and communication system developed based on the results of space activities for the development of digital economy in the agro-industrial complex of the Russian Federation. The article provides a review of the development stages of information and analytical solutions in Russian agriculture. There is also an approach for the introduction of modern ICT in order to ensure an intensive development of the agro-industrial complex in Russia within the digital economy.

 

 

Language: English
DOI
Text on another site
Keywords: agriculturebusiness information systemsdigital economyPLM technologiesresults of space activities

In book

Proceedings of the 7th International Conference on Information Communication and Management
ACM, 2017.
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