Statistical evaluation of fatigue tests using maximum likelihood

Author:

Störzel Klaus1,Baumgartner Jörg1

Affiliation:

1. Darmstadt , Germany

Abstract

Abstract The statistical evaluation of fatigue tests can be carried out using the maximum likelihood method. With this method, the influence of run-outs on the S-N curve can be statistically considered. Typically, a bilinear S-N curve (Wöhler curve) in double-logarithmic representation is used. The logarithmic normal distribution is the basis for describing the scatter, which is assumed here to be independent of the number of cycles. For parameter determination via the maximum likelihood method, reliability is examined and compared with the evaluation methods proposed in DIN 50100. While a defined test procedure is required for the application of DIN 50100, any test data can be evaluated according to the maximum likelihood method. In comparison with the methods proposed in DIN 50100, it could be shown through some examples that the maximum likelihood method yields very reliable results for all S-N curve parameters.

Publisher

Walter de Gruyter GmbH

Subject

Mechanical Engineering,Mechanics of Materials,General Materials Science

Reference28 articles.

1. O. H. Basquin: The exponential law of endurance tests, Proc. ASTM 10 (1910), pp. 625-630

2. C. E. Stromeyer: The Determination of fatigue limits under alternating stress conditions, Proceedings of the Royal Society A 90 (1914), pp. 411-425 DOI:10.1098/rspa.1914.0066

3. A. Palmgren: Die Lebensdauer von Kugellagern (The fatigue life of bearings), Z. VDI (1924), No. 68, pp. 339-341

4. E. Castillo, A. Fernandez-Canteli, A. S. Hadi: On fitting a fatigue model to data, International Journal of Fatigue 21 (1999), No. 1, pp. 97-106 DOI:10.1016/S0142-1123(98)00048-6

5. DIN 50100: Schwingfestigkeitsversuch – Durchführung und Auswertung von zyklischen Versuchen mit konstanter Lastamplitude für metallische Werkstoffproben und Bauteile (Load Controlled Fatigue Testing – Execution and Evaluation of Cyclic Tests at Constant Load Amplitudes on Metallic Specimens and Components), Beuth, Berlin, Germany (2016)

Cited by 22 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3