78818

Автор(ы): 

Кулида Е. Л. (ИПУ РАН, Лаборатория 46)
Лебедев В. Г. (ИПУ РАН, Лаборатория 46)

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Доклад

Название: 

Use of Deep Learning Methods for Prognostics and Health Management of Aircraft Engines

DOI: 

10.1109/MLSD61779.2024.10739542

Наименование конференции: 

  • 2024 17th International Conference Management of large-scale system development (MLSD)

Наименование источника: 

  • Proceedings of the 17th International Conference Management of Large-Scale System Development (MLSD)

Город: 

  • Москва

Издательство: 

  • IEEE

Год издания: 

2024

Страницы: 

https://ieeexplore.ieee.org/document/10739542
Аннотация
Approaches to detecting data anomalies using autoencoders and predicting the remaining useful life of aircraft engines using data-driven deep learning models are reviewed. The problem of planning aircraft engine maintenance based on reinforcement learning is considered.

Библиографическая ссылка: 

Кулида Е.Л., Лебедев В.Г. Use of Deep Learning Methods for Prognostics and Health Management of Aircraft Engines / Proceedings of the 17th International Conference Management of Large-Scale System Development (MLSD). М.: IEEE, 2024. С. https://ieeexplore.ieee.org/document/10739542.