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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Evgeniy V. Ilyin

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Review Aug 2026

Self-Supervised learning for industrial time series in process control systems: deployment profiles and acceptance criteria based on a structured review and a bench experiment

The results should be interpreted as a reproducible bench validation of the acceptance protocol and deployment profiles on a bench ICS/HIL dataset, not as proof of industrial effectiveness for a particular process control object.

Evgeniy V. Ilyin, Irina G. Sidorkina · 0 citations

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