The invention discloses a
hydrogen transmission pipeline steel crack accelerated propagation prediction method based on a multi-sample method, and belongs to the technical field of
hydrogen energy infrastructure safety. According to the method,
fatigue crack propagation testing is carried out in an
inert environment and a high-pressure
hydrogen environment through the multi-sample method, and a complete relation curve is obtained; hydrogen-induced crack propagation acceleration factors are calculated, and a multivariable
coupling intelligent
acceleration factor model is constructed; on-site
dynamic monitoring data are integrated, and full-life-cycle
dynamic prediction of full-size pipeline cracks from
initiation to expansion is achieved; through typical
load spectrum verification and
incremental learning algorithm optimization model, the method overcomes the defects of long test period, high cost and limited precision of a traditional method, greatly improves the prediction precision compared with the traditional method, significantly reduces the test cost and
evaluation period, adapts to complex working conditions, has a graded early warning function, and is suitable for large-scale popularization and application. And efficient and reliable
technical support is provided for
safety design, in-service evaluation and intelligent operation and maintenance of the hydrogen conveying pipeline.