Умные фабрики будущего. Как искусственный интеллект и прогнозируемое обслуживание меняют промышленность. Александр Юрьевич ЧесаловЧитать онлайн книгу.

данных в НК // Территория NTD – январь-март – 2024. – С. 62 – 65.

10

. Using AI in Predictive Maintenance: The Benefits of AI-Assisted Maintenance. [Электронный ресурс]. URL: https://tractian.com/en/blog/ai-predictive-maintenance (дата обращения: 23.10.2024)

11

. Predictive Maintenance [Электронный ресурс]. URL: https://www.gofmx.com/predictive-maintenance/ (дата обращения: 23.10.2024)

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. Ideal State of Equipment Maintenance: Technology That Realizes Predictive Maintenance [Электронный ресурс]. URL: https://article.murata.com/en-eu/article/technology-to-realize-predictive-maintenance (дата обращения: 23.10.2024)

13

. What is edge AI? [Электронный ресурс]. URL: https://www.ibm.com/topics/edge-ai (дата обращения: 23.10.2024)

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. Ucar, A.; Karakose, M.; Kırımça, N. Artificial Intelligence for Predictive Maintenance Applications: Key Components, Trustworthiness, and Future Trends. Appl. Sci. 2024, 14, 898. https://doi.org/10.3390/app14020898 (дата обращения: 23.10.2024)

15

. Иванов В.К., Палюх Б.В. Демонстратор программной платформы для совместного использования алгоритмов теории свидетельств и нейронных сетей в нечетких системах // Программные продукты и системы / Software & Systems. – 2021. – №4(34) – С.511-523.

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. Predictive Maintenance [Электронный ресурс]. URL: https://upkeep.com/learning/predictive-maintenance/ (дата обращения: 23.10.2024)

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