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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.
May 25, 2026
'The Humanities Serve as a Conscience'
Maria Mizernaia studies Soviet literature and the history of book publishing. In this interview for the HSE Young Scientists project, she discusses plans to publish a novel about besieged Leningrad, AI-provoked reflections on what it means to be human, and how novels can help satisfy our dopamine hunger.
May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
Is it possible to predict, based on the configuration of streets and buildings, where a café will open or where traffic congestion will occur? Participants in the Spatial Analysis and Modelling of Urban Processes research and study group use open data and machine learning to identify universal patterns. Alexander Sheludkov and Eduard Somov discuss the purpose of comparing cities, the need for new forms of urban statistics, and how open data is transforming approaches to urban studies.

 

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Ветряной и солнечный энергетический эффект в Канаде

США и Канада: экономика, политика, культура. 2023. № 4. С. 94–107.
Gazman V. D.

The article presents the results of a study of the achieved effect of reducing CO2 emissions when replacing coal and oil with wind and solar energy. The concept of determining the achieved savings developed by the author is described in detail. The author's methodology and step-by-step calculations with comments are presented. The calculations are based on the actual amount of the fee for CO2 emissions, taking into account the damage caused, the number of people saved from premature death due to CO2 emissions, the economic cost of living determined by the World Bank for Canada, health care costs due to concomitant diseases, the social discount rate. This makes it possible for the first time to determine the real socioeconomic effect of replacing fossil energy sources with cleaner energy carriers. Generation prices are compared. An argument is presented that refutes the arguments about the increase in costs in the economy, which may occur due to an increase in fees for harmful CO2 emissions into the atmosphere. Taking into account the economic cost of life, health care costs, social discount rates, carbon charges in Canada, it was possible to prevent the premature death of 11,307 people in six years, i.e. more than 5 people per 10 thousand inhabitants of the country. The total savings of the resources under consideration during this period amounted to almost 122 billion USD. In the conditions of the energy crisis, coal mines were partially deconserved to temporarily replace less carbon-intensive natural gas at power plants. I believe that this is a temporary and forced measure, associated with negative environmental consequences, which, of course, will lead to human and economic losses. The results obtained make it possible to establish more accurate benchmarks to justify the construction of wind and solar power plants, and to use hydrocarbon resources more efficiently.

Research target: Economics and Management
Language: Russian
Full text
DOI
Keywords: social discount ratesolar energyсолнечная энергияwind energyветряная энергетикасоциальная стоимость углеродаэкономическая стоимость жизниsocial cost of carboneconomic cost of living
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