Turbine disc crack propagation reliability analysis method based on quasi Monte Carlo sampling

A quasi-Monte Carlo and crack propagation technology, which is applied in the field of probabilistic life analysis considering the time-varying characteristics of crack propagation dispersion and geometric dispersion, can solve the problems of high cost of turbine disk and limited measurement sample data

Active Publication Date: 2021-06-04
AECC HUNAN AVIATION POWERPLANT RES INST +1
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Problems solved by technology

The present invention not only considers the time-varying characteristics of crack growth dispersion and the influence of the randomness of turbine disk geometric size on fatigue crack growth life, b

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  • Turbine disc crack propagation reliability analysis method based on quasi Monte Carlo sampling
  • Turbine disc crack propagation reliability analysis method based on quasi Monte Carlo sampling
  • Turbine disc crack propagation reliability analysis method based on quasi Monte Carlo sampling

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Embodiment Construction

[0046] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0047] According to an embodiment of the present invention, a technical scheme for reliability analysis of turbine disk crack growth based on quasi-Monte Carlo sampling is proposed, considering the time-varying characteristics of crack growth dispersion and the randomness of geometric dimensions, based on interval quasi-Monte Carlo Lowe sampling method simulates crack growth and conducts probabilistic life and reliability evaluation of turbine disks...

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Abstract

The invention relates to a turbine disc crack propagation reliability analysis method based on quasi Monte Carlo sampling, which comprises the following steps of: describing the time-varying dispersibility of crack propagation by using a dual-time scale function Wiener process, and establishing a turbine disc crack propagation time-varying model; carrying out parameterized modeling on the turbine disc, carrying out sensitivity analysis to determine key geometric dimensions, considering small subsample characteristics in reliability evaluation of the turbine disc based on a probability-interval characterization method, and obtaining characterization of geometric dispersity of the turbine disc; meanwhile, in order to reduce the calculation cost and improve the calculation efficiency, adopting a quasi-Monte Carlo sampling method to generate a low-difference sequence to replace a pseudo-random number to generate a sampling point for subsequent calculation; and then, carrying out fatigue crack propagation simulation on the sampling points by adopting a finite element-based turbine disc static strength analysis and a stress strength factor-based empirical formula calculation method to obtain the probability life and reliability of the turbine disc.

Description

technical field [0001] The invention relates to a reliability analysis method for the crack growth life of an aero-engine turbine disc, which is a probability life analysis method capable of considering the time-varying characteristics of crack growth dispersion and geometric dispersion, and belongs to the technical field of aerospace engines. Background technique [0002] Aeroengine turbine discs have the characteristics of high temperature, high pressure and high load due to their service conditions, and are required to meet long life and high reliability (the probability of damage to engine structural parts requires at least 10 -7 -10 -9 times / flight hours) and other harsh conditions, therefore, extremely high requirements are placed on the use and maintenance of the aero-engine turbine disc. Fatigue fracture is the main failure mode of aero-engine turbine disk. Due to the influence of material preparation, processing technology and other factors, the microstructure of t...

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Application Information

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IPC IPC(8): G06F30/23G06F30/17G06F17/18G06F119/02G06F119/04
CPCG06F30/23G06F30/17G06F17/18G06F2119/02G06F2119/04
Inventor 胡殿印刘昱王绍华王荣桥刘茜
Owner AECC HUNAN AVIATION POWERPLANT RES INST
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