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Cited article:

Unsupervised machine learning model for predicting anomalies in subsurface safety valves and application in offshore wells during oil production

Pedro Esteves Aranha, Nara Angelica Policarpo and Marcio Augusto Sampaio
Journal of Petroleum Exploration and Production Technology 14 (2) 567 (2024)
https://doi.org/10.1007/s13202-023-01720-4