ACTA AERONAUTICAET ASTRONAUTICA SINICA >
Fatigue life analysis of selective laser melting Al-Mg-Sc-Zr alloy based on crack initiation and propagation
Received date: 2024-12-16
Revised date: 2025-01-14
Accepted date: 2025-05-26
Online published: 2025-06-05
Supported by
Aeronautical Science Foundation of China(2024Z057067003);Research Fund of State Key Laboratory of Mechanics and Control of Mechanical Structures(MCMS-E-0522Y03);Fundamental Research Funds for the Central Universities(3122025084)
Additive Manufacturing (AM) has significant application value in the aerospace field due to its characteristics of free-forming and rapid production. However, the fatigue dispersion of materials produced by AM shows considerable variability, making accuratel fatigue life assessment a key challenge in aerospace applications. Selective Laser Melting (SLM) Al-Mg-Sc-Zr alloy exhibits high strength and low density. This paper establishes a fatigue life analysis method based on the mechanisms of crack initiation and propagation for this material. First, a rapid Stress Intensity Factor (SIF) analysis model was developed for cracks with varying sizes and locations based on finite element analysis. Subsequently, the crack propagation life was evaluated using the NASGRO model, and a defect-based crack initiation life model was established. Ultimately, a two-stage fatigue life analysis encompassing both crack initiation and propagation was developed. The analysis results were compared with fatigue test data from Transverse Build Direction (TD) and Parallel Build Direction (PD) samples. The results indicate that the fatigue life text results generally fall within the twofold error band, validating the effectiveness of the proposed method. Crack initiation is primarily influenced by the defect geometric characteristics, while crack propagation is mainly governed by the microstructure. This method provides a scientific basis and means for fatigue life assessment of AM materials.
Jun ZOU , Zhuyi CHEN , Xiaoyu XIA , Zhenyu FENG . Fatigue life analysis of selective laser melting Al-Mg-Sc-Zr alloy based on crack initiation and propagation[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2025 , 46(17) : 431717 -431717 . DOI: 10.7527/S1000-6893.2025.31717
| [1] | ABOULKHAIR N T, SIMONELLI M, PARRY L, et al. 3D printing of aluminium alloys: Additive manufacturing of aluminium alloys using selective laser melting[J]. Progress in Materials Science, 2019, 106: 100578. |
| [2] | PLOCHER J, PANESAR A. Review on design and structural optimisation in additive manufacturing: Towards next-generation lightweight structures[J]. Materials & Design, 2019, 183: 108164. |
| [3] | 胡殿印, 潘锦超, 米栋, 等. 航空发动机增材制造结构强度、寿命评估与设计: 研究现状及展望[J]. 航空动力学报, 2022, 37(10): 2112-2126. |
| HU D Y, PAN J C, MI D, et al. Strength and lifetime assessment and design for additive manufacturing structures in aero-engine: Review and prospects[J]. Journal of Aerospace Power, 2022, 37(10): 2112-2126 (in Chinese). | |
| [4] | BAGEHORN S, MERTENS T, GREITEMEIER D, et al. Surface finishing of additive manufactured Ti-6Al-4V—A comparison of electrochemical and mechanical treatments[C]∥6th European Conference for Aeronautics and Space Sciences. Krakow: EUCASS, 2015. |
| [5] | BRANDL E, HECKENBERGER U, HOLZINGER V, et al. Additive manufactured AlSi10Mg samples using selective laser melting (SLM): Microstructure, high cycle fatigue, and fracture behavior[J]. Materials & Design, 2012, 34: 159-169. |
| [6] | BERETTA S, ROMANO S. A comparison of fatigue strength sensitivity to defects for materials manufactured by AM or traditional processes[J]. International Journal of Fatigue, 2017, 94: 178-191. |
| [7] | 邹亚桐, 魏正英, 杜军, 等. AlSi10Mg激光选区熔化成形工艺参数对致密度的影响与优化[J]. 应用激光, 2016, 36(6): 656. |
| ZOU Y T, WEI Z Y, DU J, et al. Effect and optimization of processing parameters on relative density of AlSi10Mg alloy parts by selective laser melting[J]. Applied Laser, 2016, 36(6): 656 (in Chinese). | |
| [8] | WANG S H, NING J S, ZHU L D, et al. Role of porosity defects in metal 3D printing: Formation mechanisms, impacts on properties and mitigation strategies[J]. Materials Today, 2022, 59: 133-160. |
| [9] | HU Y N, WU S C, WITHERS P J, et al. The effect of manufacturing defects on the fatigue life of selective laser melted Ti-6Al-4V structures[J]. Materials & Design, 2020, 192: 108708. |
| [10] | HU Y N, SHE Y F, WU S C, et al. Critical physics-informed fatigue life prediction of laser 3D printed AlSi10Mg alloys with mass internal defects[J]. International Journal of Mechanical Sciences, 2024, 284: 109730. |
| [11] | SCHMIDTKE K, PALM F, HAWKINS A, et al. Process and mechanical properties: Applicability of a scandium modified Al-alloy for laser additive manufacturing[J]. Physics Procedia, 2011, 12: 369-374. |
| [12] | 司瑞, 陈勇. 民用飞机增材制造技术应用发展趋势[J]. 航空学报, 2024, 45(5): 529677. |
| SI R, CHEN Y. Application trends of additive manufacturing technology for civil aircraft[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(5): 529677 (in Chinese). | |
| [13] | MASUO H, TANAKA Y, MOROKOSHI S, et al. Effects of defects, surface roughness and HIP on fatigue strength of Ti-6Al-4V manufactured by additive manufacturing[J]. Procedia Structural Integrity, 2017, 7: 19-26. |
| [14] | SPIERINGS A B, DAWSON K, DUMITRASCHKEWITZ P, et al. Microstructure characterization of SLM-processed Al-Mg-Sc-Zr alloy in the heat treated and HIPed condition[J]. Additive Manufacturing, 2018, 20: 173-181. |
| [15] | QIN Z H, KANG N, ZHANG F Y, et al. Role of defects on the high cycle fatigue behavior of selective laser melted Al-Mg-Sc-Zr alloy[J]. International Journal of Fracture, 2022, 235(1): 129-143. |
| [16] | HU Y N, WU S C, WU Z K, et al. A new approach to correlate the defect population with the fatigue life of selective laser melted Ti-6Al-4V alloy[J]. International Journal of Fatigue, 2020, 136: 105584. |
| [17] | ZHU M L, JIN L, XUAN F Z. Fatigue life and mechanistic modeling of interior micro-defect induced cracking in high cycle and very high cycle regimes[J]. Acta Materialia, 2018, 157: 259-275. |
| [18] | HU Y N, WU S C, XIE C, et al. Fatigue life evaluation of Ti-6Al-4V welded joints manufactured by electron beam melting[J]. Fatigue & Fracture of Engineering Materials & Structures, 2021, 44(8): 2210-2221. |
| [19] | LIU F L, HE C, CHEN Y, et al. Effects of defects on tensile and fatigue behaviors of selective laser melted titanium alloy in very high cycle regime[J]. International Journal of Fatigue, 2020, 140: 105795. |
| [20] | ZOU J, XIA X Y, FENG Z Y, et al. The fatigue mechanism and a new defect-based life prediction model for selective laser melted Al-Mg-Sc-Zr alloy[J]. International Journal of Fatigue, 2025, 190: 108590. |
| [21] | TORRIES B, SHAMSAEI N. Fatigue behavior and modeling of additively manufactured Ti-6Al-4V including interlayer time interval effects[J]. JOM, 2017, 69(12): 2698-2705. |
| [22] | ZHANG J M, LI J H, WU S C, et al. High-cycle and very-high-cycle fatigue lifetime prediction of additively manufactured AlSi10Mg via crystal plasticity finite element method[J]. International Journal of Fatigue, 2022, 155: 106577. |
| [23] | JIA Y F, FU R, LING C, et al. Fatigue life prediction based on a deep learning method for Ti-6Al-4V fabricated by laser powder bed fusion up to very-high-cycle fatigue regime[J]. International Journal of Fatigue, 2023, 172: 107645. |
| [24] | YU H, HU Y N, KANG G Z, et al. High-cycle fatigue life prediction of L-PBF AlSi10Mg alloys: A domain knowledge-guided symbolic regression approach[J]. Philosophical Transactions Series A, Mathematical, Physical, and Engineering Sciences, 2024, 382(2264): 20220383. |
| [25] | ROMANO S, BRAND?O A, GUMPINGER J, et al. Qualification of AM parts: Extreme value statistics applied to tomographic measurements[J]. Materials & Design, 2017, 131: 32-48. |
| [26] | MURAKAMI Y. Effects of small defects and nonmetallic inclusions [M]. Oxford: Elsevier, 2002. |
| [27] | WU Z K, WU S C, BAO J G, et al. The effect of defect population on the anisotropic fatigue resistance of AlSi10Mg alloy fabricated by laser powder bed fusion[J]. International Journal of Fatigue, 2021, 151: 106317. |
| [28] | SHIN C S, CAI C Q. Experimental and finite element analyses on stress intensity factors of an elliptical surface crack in a circular shaft under tension and bending[J]. International Journal of Fracture, 2004, 129(3): 239-264. |
| [29] | 吴圣川, 李存海, 张文, 等. 金属材料疲劳裂纹扩展机制及模型的研究进展[J]. 固体力学学报, 2019, 40(6): 489-538. |
| WU S C, LI C H, ZHANG W, et al. Recent research progress on mechanisms and models of fatigue crack growth for metallic materials[J]. Chinese Journal of Solid Mechanics, 2019, 40(6): 489-538 (in Chinese). | |
| [30] | WU S C, LI C H, LUO Y, et al. A uniaxial tensile behavior based fatigue crack growth model[J]. International Journal of Fatigue, 2020, 131: 105324. |
| [31] | ELBER W. The significance of fatigue crack closure[J]. ASTM STP 486, 1971, 230-242. |
| [32] | YADOLLAHI A, MAHMOUDI M, ELWANY A, et al. Fatigue-life prediction of additively manufactured material: Effects of heat treatment and build orientation[J]. Fatigue & Fracture of Engineering Materials & Structures, 2020, 43(4): 831-844. |
| [33] | SHIMATANI Y, SHIOZAWA K, NAKADA T, et al. The effect of the residual stresses generated by surface finishing methods on the very high cycle fatigue behavior of matrix HSS[J]. International Journal of Fatigue, 2011, 33(2): 122-131. |
| [34] | 冯振宇, 陈翥仪, 张雪峰, 等. 激光选区熔化Al-Mg-Sc-Zr合金各向组织与损伤容限性能[J]. 航空材料学报, 2024, 44(1): 143-151. |
| FENG Z Y, CHEN Z Y, ZHANG X F, et al. Microstructure and damage tolerance properties in different directions of selective laser melted Al-Mg-Sc-Zr alloy[J]. Journal of Aeronautical Materials, 2024, 44(1): 143-151 (in Chinese). |
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