Regularization of Hole-Drilling Residual Stress Measurements with Eccentric Holes: An Approach with Influence Functions

IF 2.2 4区 材料科学 Q3 MATERIALS SCIENCE, MULTIDISCIPLINARY Journal of Materials Engineering and Performance Pub Date : 2024-04-10 DOI:10.1007/s11665-024-09447-x
M. Beghini, L. Bertini, M. Cococcioni, T. Grossi, C. Santus, A. Benincasa
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Abstract

The hole-drilling method is one of the most widespread techniques to measure residual stresses. Since the introduction of the Integral Method to evaluate non-uniform stress distributions, there has been a considerable improvement in the instrumentation technology, as step increments of about 10 microns are now achievable. However, that spatial resolution makes the ill-posedness of the problem stand out among other sources of uncertainty. As the solution becomes totally dominated by noise, an additional regularization of the problem is needed to obtain meaningful results. Tikhonov regularization is the most common option, as it is also prescribed by the hole-drilling ASTM E837 standard, but it has only been studied in the reference case of a hole with no eccentricity with respect to the strain rosette. A recent work by Schajer addresses the eccentricity problem by defining a correction strategy that transforms strain measurements, allowing one to obtain the solution with the usual decoupled equations. In this work, Tikhonov regularization is applied to the eccentric hole case through the influence functions approach, in order to avoid the introduction of new error-compensating functions and bias-prone interpolations. Some useful general considerations for a practical implementation of the procedure and an experimental test case on an aluminum specimen are presented.

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偏心孔钻孔残余应力测量的正则化:利用影响函数的方法
钻孔法是测量残余应力最广泛的技术之一。自从引入积分法来评估非均匀应力分布以来,仪器技术有了长足的进步,现在可以实现约 10 微米的步进增量。然而,这种空间分辨率使得问题的不确定性在其他不确定性来源中显得尤为突出。由于解法完全由噪声主导,因此需要对问题进行额外的正则化处理,以获得有意义的结果。Tikhonov 正则化是最常见的选择,因为它也是钻孔 ASTM E837 标准的规定,但它只在孔相对于应变罗盘没有偏心的参考情况下进行过研究。Schajer 最近的一项研究通过定义一种转换应变测量值的修正策略来解决偏心问题,从而使人们能够通过通常的解耦方程获得解决方案。在这项工作中,通过影响函数方法将 Tikhonov 正则化应用于偏心孔情况,以避免引入新的误差补偿函数和易产生偏差的插值。文中介绍了一些有用的一般考虑因素,以便实际应用该程序,并介绍了一个铝试样的实验测试案例。
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来源期刊
Journal of Materials Engineering and Performance
Journal of Materials Engineering and Performance 工程技术-材料科学:综合
CiteScore
3.90
自引率
13.00%
发文量
1120
审稿时长
4.9 months
期刊介绍: ASM International''s Journal of Materials Engineering and Performance focuses on solving day-to-day engineering challenges, particularly those involving components for larger systems. The journal presents a clear understanding of relationships between materials selection, processing, applications and performance. The Journal of Materials Engineering covers all aspects of materials selection, design, processing, characterization and evaluation, including how to improve materials properties through processes and process control of casting, forming, heat treating, surface modification and coating, and fabrication. Testing and characterization (including mechanical and physical tests, NDE, metallography, failure analysis, corrosion resistance, chemical analysis, surface characterization, and microanalysis of surfaces, features and fractures), and industrial performance measurement are also covered
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