Abstract
Background
Measurement precision and uncertainty estimation are important factors for all residual stress measurement techniques. The values of these quantities can help to determine whether a particular measurement technique would be viable option.
Objective
This paper determines the precision of hole-drilling residual stress measurement using repeatability studies and develops an updated uncertainty estimator.
Methods
Two repeatability studies were performed on test specimens extracted from aluminum and titanium shot peened plates. Each repeatability study included 12 hole-drilling measurements performed using a bespoke automated milling machine. Repeatability standard deviations were determined for each population. The repeatability studies were replicated using a commercially available manual hole-drilling milling machine (RS-200, Micro-Measurements). An updated uncertainty estimator was developed and was assessed using an acceptance criterion. The acceptance criterion compared an expected percentage of points (68%) to the fraction of points in the stress versus depth profile where the measured stresses ± its total uncertainty contained the mean stress of the repeatability studies.
Results
Both repeatability studies showed larger repeatability standard deviations at the surface that decay quickly (over about 0.3 mm). The repeatability standard deviation was significantly smaller in the aluminum plate (max ≈ 15 MPa, RMS ≈ 6.4 MPa) than in the titanium plate (max ≈ 60 MPa, RMS ≈ 21.0 MPa). The repeatability standard deviations were significantly larger when using the manual milling machine in the aluminum plate (RMS ≈ 21.7 MPa), and for the titanium plate (RMS ≈ 18.9 MPa).
Conclusions
The single measurement uncertainty estimate met a defined acceptance criterion based on the confidence interval of the uncertainty estimate.
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Abbreviations
- :
-
Numerical calibration coefficient matrices
- p, q, t :
-
Strain invariant vectors
- P, Q, T :
-
Stress invariant vectors
- N :
-
Number of rows in the invariant vectors
- ν :
-
Poisson’s ratio
- E :
-
Elastic modulus
- ε :
-
Measured strain
- \( \overline{z} \) :
-
Average cut depth
- h :
-
Cut depth
- σ :
-
Normal stress
- τ :
-
Shear stress
- β:
-
Regulation parameter
- C :
-
penalization matrix
- α:
-
Regulation parameter
- \( \hat{\boldsymbol{p}},\hat{\boldsymbol{q}} \), and \( \hat{\boldsymbol{t}} \) :
-
Fitted strain invariants
- U σ,ε :
-
Stress uncertainty from strain uncertainty
- U ε :
-
Strain uncertainty
- e :
-
Lower limit of strain uncertainty
- U σ, reg :
-
Stress uncertainty from regularization uncertainty
- U σ, tot :
-
Total stress uncertainty
- p std, q std, t std :
-
“Standard errors” in the strain invariants
- p rms, q rms, t rms :
-
Mean squares of the misfit strain vectors
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Olson, M.D., DeWald, A.T. & Hill, M.R. Precision of Hole-Drilling Residual Stress Depth Profile Measurements and an Updated Uncertainty Estimator. Exp Mech 61, 549–564 (2021). https://doi.org/10.1007/s11340-020-00679-1
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DOI: https://doi.org/10.1007/s11340-020-00679-1