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Fatigue reliability estimation framework for blade-disk based on improved constrained boundary sampling and dual-point enrichment active learning strategy

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Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, Volume 240, Issue 2, Page 685-701, April 2026.
The fatigue reliability of blade-disk significantly impacts the performance and safety of heavy-duty gas turbines. To achieve higher computing precision and efficiency for blade-disk reliability estimation, an improved constrained boundary sampling and ...