Failure analysis for the optimisation of internally pressurised additive manufactured components

IF 4.4 2区 工程技术 Q1 ENGINEERING, MECHANICAL
I.I. Cuesta, A. Díaz, R. Rodríguez-Aparicio, J.M. Alegre
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引用次数: 0

Abstract

Additive manufacturing (AM) is increasingly recognized as a viable method for producing internally pressurized components with complex geometries that are infeasible to fabricate using conventional machining techniques. Among AM processes, Powder Bed Fusion using Laser for Polymers (PBF-LB/P), commonly referred to as Selective Laser Sintering (SLS), enables the fabrication of polyamide-12 (PA-12) components with optimized internal structures. However, ensuring the structural integrity of these components under internal pressure conditions remains a critical challenge. In this work, a response surface methodology (RSM) model was developed to predict burst pressure in elbowed components fabricated via PBF-LB/P, using data obtained from hydraulic fracture tests. The model achieved a coefficient of determination (R2) of 0.974 and a root mean square error (RMSE) of 9.56 bar, demonstrating high predictive accuracy. Additionally, a comparative analysis with classical burst pressure models revealed that most traditional models significantly overestimate burst pressures, except for Faupel’s model, which showed the closest agreement with experimental results. Furthermore, Scanning Electron Microscopy (SEM) analysis confirmed that failure occurs predominantly through brittle fracture mechanisms, with no significant difference in fracture morphology between thin-walled and thick-walled components. These findings highlight the importance of additive manufacturing process parameters in failure behaviour and validate the applicability of response surface modelling for predicting burst pressure in AM components. This study represents a novel contribution by applying response surface methodology (RSM) to the failure prediction of PBF-LB/P-fabricated pressure components. Unlike previous works focused on isotropic materials or straight-walled geometries, this work targets the burst pressure prediction of elbowed, anisotropic AM parts, an area with limited prior exploration. Additionally, this is the first time that classical failure models are systematically benchmarked against experimental results for PBF-LB/P elbow geometries.
内压增材制造部件优化失效分析
增材制造(AM)越来越被认为是一种可行的方法,用于生产具有复杂几何形状的内压部件,这些部件是使用传统加工技术无法制造的。在增材制造工艺中,使用激光进行聚合物粉末床熔融(PBF-LB/P),通常被称为选择性激光烧结(SLS),可以制造具有优化内部结构的聚酰胺-12 (PA-12)组件。然而,确保这些部件在内压条件下的结构完整性仍然是一个关键的挑战。在这项工作中,利用水力压裂试验数据,开发了一种响应面方法(RSM)模型,用于预测PBF-LB/P制造的肘形组件的破裂压力。模型的决定系数(R2)为0.974,均方根误差(RMSE)为9.56 bar,具有较高的预测精度。此外,与经典爆破压力模型的对比分析表明,除了Faupel的模型与实验结果最吻合外,大多数传统模型都明显高估了爆破压力。此外,扫描电镜(SEM)分析证实,破坏主要是通过脆性断裂机制发生的,薄壁和厚壁构件的断裂形态没有显著差异。这些发现强调了增材制造工艺参数在失效行为中的重要性,并验证了响应面建模在预测增材制造部件破裂压力方面的适用性。本研究将响应面方法(RSM)应用于PBF-LB/ p制造压力元件的失效预测,这是一项新的贡献。与以往的研究不同,本研究的目标是肘形、各向异性增材制造零件的爆裂压力预测,这是一个之前勘探有限的领域。此外,这是首次将经典失效模型与PBF-LB/P弯头几何形状的实验结果进行系统的基准测试。
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来源期刊
Engineering Failure Analysis
Engineering Failure Analysis 工程技术-材料科学:表征与测试
CiteScore
7.70
自引率
20.00%
发文量
956
审稿时长
47 days
期刊介绍: Engineering Failure Analysis publishes research papers describing the analysis of engineering failures and related studies. Papers relating to the structure, properties and behaviour of engineering materials are encouraged, particularly those which also involve the detailed application of materials parameters to problems in engineering structures, components and design. In addition to the area of materials engineering, the interacting fields of mechanical, manufacturing, aeronautical, civil, chemical, corrosion and design engineering are considered relevant. Activity should be directed at analysing engineering failures and carrying out research to help reduce the incidences of failures and to extend the operating horizons of engineering materials. Emphasis is placed on the mechanical properties of materials and their behaviour when influenced by structure, process and environment. Metallic, polymeric, ceramic and natural materials are all included and the application of these materials to real engineering situations should be emphasised. The use of a case-study based approach is also encouraged. Engineering Failure Analysis provides essential reference material and critical feedback into the design process thereby contributing to the prevention of engineering failures in the future. All submissions will be subject to peer review from leading experts in the field.
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