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Article

A Comprehensive Nonlinear Multiaxial Life Prediction Model

College of Power Engineering, Naval University of Engineering, Wuhan 430033, China
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Authors to whom correspondence should be addressed.
Materials 2025, 18(17), 4185; https://doi.org/10.3390/ma18174185 (registering DOI)
Submission received: 6 July 2025 / Revised: 26 July 2025 / Accepted: 25 August 2025 / Published: 5 September 2025
(This article belongs to the Section Materials Simulation and Design)

Abstract

Compressor blades are subjected to multiaxial loads during operation. Using uniaxial life prediction formulas to predict their fatigue life can result in significant errors. Therefore, by analyzing the loading conditions of the blades, a fatigue life prediction model suitable for compressor blades was developed. This model was established by applying the load of a specific engine type to a notched bar specimen and considering the gradient and strengthening effects. Firstly, the parameters of the SWT model were used as the damage parameters to determine the critical plane location based on the principle of coordinate transformation, and these results were compared with the actual fracture angles. Additionally, the physical mechanisms of multiaxial fatigue crack initiation and propagation were investigated at the microscopic level. Secondly, the non-uniform stress field on the critical plane was obtained using the finite element method. The stress distribution from the critical point to the specimen’s principal axis was extracted and normalized to calculate the equivalent stress gradient factor. Finally, the results of the comprehensive fatigue life prediction model were computed. Comparisons between the calculated results of the proposed model, the SWT model, and the Shang model with the experimental fatigue life showed that the prediction accuracy of the proposed model is higher than that of the SWT model and the Shang Deguang model.
Keywords: stress gradient; additional hardening; life prediction; numerical simulation stress gradient; additional hardening; life prediction; numerical simulation

Share and Cite

MDPI and ACS Style

Tian, Z.; Liu, Y.; Xia, G.; He, X. A Comprehensive Nonlinear Multiaxial Life Prediction Model. Materials 2025, 18, 4185. https://doi.org/10.3390/ma18174185

AMA Style

Tian Z, Liu Y, Xia G, He X. A Comprehensive Nonlinear Multiaxial Life Prediction Model. Materials. 2025; 18(17):4185. https://doi.org/10.3390/ma18174185

Chicago/Turabian Style

Tian, Zegang, Yongbao Liu, Ge Xia, and Xing He. 2025. "A Comprehensive Nonlinear Multiaxial Life Prediction Model" Materials 18, no. 17: 4185. https://doi.org/10.3390/ma18174185

APA Style

Tian, Z., Liu, Y., Xia, G., & He, X. (2025). A Comprehensive Nonlinear Multiaxial Life Prediction Model. Materials, 18(17), 4185. https://doi.org/10.3390/ma18174185

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