An analytical formulation for the fatigue damage skewness relating to a narrowband process
In spectral fatigue analysis, the expected fatigue damage is customarily used to ascertain the design fatigue life. The uncertainty of the damage induced by the underlying stochastic process is typically disregarded in both theory and practice. Yet, this uncertainty may be consequential in many circ...
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sg-ntu-dr.10356-965542020-03-07T11:43:44Z An analytical formulation for the fatigue damage skewness relating to a narrowband process Low, Ying Min. School of Civil and Environmental Engineering In spectral fatigue analysis, the expected fatigue damage is customarily used to ascertain the design fatigue life. The uncertainty of the damage induced by the underlying stochastic process is typically disregarded in both theory and practice. Yet, this uncertainty may be consequential in many circumstances. Recently, the author developed an accurate analytical approach for quantifying the damage variance for a narrowband Gaussian process. This paper extends the statistical analysis to the skewness, as the damage probability distribution can be distinctly asymmetric when the coefficient of variation is sizeable. For a linear oscillator system, the damage skewness has a closed form result, which is demonstrated to be highly accurate when benchmarked against Monte Carlo simulation and rainflow counting. For a more general narrowband process, two variants of the method are presented. The simpler version entails merely a single summation, whereas the more sophisticated approach involves a double summation that is still tractable. Further, it is shown that using the first three statistical moments, a good approximation to the distribution can be obtained. 2013-06-13T03:31:13Z 2019-12-06T19:32:27Z 2013-06-13T03:31:13Z 2019-12-06T19:32:27Z 2011 2011 Journal Article Low, Y. M. (2012). An analytical formulation for the fatigue damage skewness relating to a narrowband process. Structural Safety, 35, 18-28. 0167-4730 https://hdl.handle.net/10356/96554 http://hdl.handle.net/10220/10310 10.1016/j.strusafe.2011.12.002 en Structural safety © 2011 Elsevier Ltd. |
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In spectral fatigue analysis, the expected fatigue damage is customarily used to ascertain the design fatigue life. The uncertainty of the damage induced by the underlying stochastic process is typically disregarded in both theory and practice. Yet, this uncertainty may be consequential in many circumstances. Recently, the author developed an accurate analytical approach for quantifying the damage variance for a narrowband Gaussian process. This paper extends the statistical analysis to the skewness, as the damage probability distribution can be distinctly asymmetric when the coefficient of variation is sizeable. For a linear oscillator system, the damage skewness has a closed form result, which is demonstrated to be highly accurate when benchmarked against Monte Carlo simulation and rainflow counting. For a more general narrowband process, two variants of the method are presented. The simpler version entails merely a single summation, whereas the more sophisticated approach involves a double summation that is still tractable. Further, it is shown that using the first three statistical moments, a good approximation to the distribution can be obtained. |
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School of Civil and Environmental Engineering |
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School of Civil and Environmental Engineering Low, Ying Min. |
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Low, Ying Min. |
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Low, Ying Min. An analytical formulation for the fatigue damage skewness relating to a narrowband process |
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Low, Ying Min. |
title |
An analytical formulation for the fatigue damage skewness relating to a narrowband process |
title_short |
An analytical formulation for the fatigue damage skewness relating to a narrowband process |
title_full |
An analytical formulation for the fatigue damage skewness relating to a narrowband process |
title_fullStr |
An analytical formulation for the fatigue damage skewness relating to a narrowband process |
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An analytical formulation for the fatigue damage skewness relating to a narrowband process |
title_sort |
analytical formulation for the fatigue damage skewness relating to a narrowband process |
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2013 |
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https://hdl.handle.net/10356/96554 http://hdl.handle.net/10220/10310 |
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