Updated August 2026 15 min read Materials Testing

Residual Stress Measurement Techniques: XRD and Hole-Drilling

Residual stress measurement is essential wherever locked-in stress from welding, machining, heat treatment, or surface engineering influences fatigue life, distortion, or cracking risk. This guide develops the two most widely used practical measurement techniques, XRD sin-squared-psi and ASTM E837 hole-drilling, in depth, and positions them against neutron diffraction, contour, slitting, and magnetic methods for selecting the right technique for a given application.

Key Takeaways

  • Residual stress is locked-in stress present with no external load applied, generated by non-uniform plastic deformation, thermal gradients, or phase transformation during manufacturing.
  • XRD sin-squared-psi measurement is fully non-destructive but shallow, typically sampling only a few to a few tens of microns, making it well suited to fine spatial mapping of near-surface stress.
  • ASTM E837 hole-drilling uses a strain gauge rosette and a small incrementally drilled hole to profile residual stress to roughly 1 mm depth, and is classified as semi-destructive because it leaves a small hole in the component.
  • ASTM E837 permits reliable results up to about 80% of yield strength for blind-hole drilling but only about 50% of yield strength for through-hole drilling, due to differing local stress concentration around each hole geometry.
  • Neither XRD nor hole-drilling alone reaches the several-millimetre to full-thickness depths accessible by neutron diffraction or the fully destructive contour and slitting methods.
  • Weld residual stress assessment programmes frequently combine XRD for fine near-surface mapping with hole-drilling for shallow subsurface depth profiling, since the two methods sample different depths and offer different spatial resolution.

What Is Residual Stress and Why Measure It?

Residual stress is stress that remains locked within a component after all external loads have been removed, generated by non-uniform plastic deformation, thermal gradients, or phase transformation during manufacturing processes such as welding, machining, casting, rolling, or heat treatment. Because residual stress superimposes directly on applied service stress, tensile residual stress can significantly reduce fatigue life and promote cracking, as discussed in our spalling failure and reheat cracking guides, while compressive residual stress, deliberately introduced by shot peening or similar treatments, can substantially improve fatigue performance. Quantifying residual stress is therefore essential for both root-cause failure analysis and for validating manufacturing processes intended to control it.

XRD Residual Stress Measurement: The Sin-Squared-Psi Method

X-ray diffraction residual stress measurement relies on the fact that elastic lattice strain, caused by residual or applied stress, produces a measurable shift in diffraction peak position relative to the strain-free interplanar spacing. The sin-squared-psi (sin²ψ) method measures this shift for a chosen lattice plane across a series of sample tilt angles, psi, relative to the diffraction plane normal, a technique developed in more depth in our dedicated XRD for metallurgical analysis guide.

Sin-squared-psi method (biaxial stress state, isotropic material):

sigma_phi = (E / (1+nu)) * (1/d0) * (d(d)/d(sin^2 psi))

where:
  d0     = strain-free interplanar spacing
  E, nu  = X-ray elastic constants
  sigma_phi = residual stress at the surface in direction phi

Because the technique relies on a diffracted beam that travels into and back out of the material, it samples only a shallow near-surface volume, typically a few to a few tens of microns depending on the X-ray source and material absorption. This shallow, non-destructive sampling makes XRD particularly well suited to fine-resolution mapping of near-surface stress variation, for example across a weld toe, a shot-peened surface, or a ground component, without physically altering the part.

Hole-Drilling Residual Stress Measurement: ASTM E837

Principle and Procedure

ASTM E837 specifies a well-established, general-purpose method for determining near-surface residual stress in isotropic, linearly elastic material. A specialized three-element strain gauge rosette is bonded to the component surface, and a small hole, commonly with a nominal diameter around 2 mm, is drilled at the rosette’s geometric centre using a high-speed air turbine or orbital milling technique specifically to minimize additional machining-induced stress. Removing stressed material from the hole location allows the surrounding material to relax, and this relaxation produces small but measurable strain changes at each of the three gauges, oriented at different angles around the hole to fully resolve the in-plane stress state.

Calculation Method

The relieved strains measured at each gauge are converted into the original residual stress using calibration coefficients, denoted a and b, that are tabulated in ASTM E837 for standard rosette geometries (Types A, B, and C) and were derived from finite element calculations. For a uniform stress field through the hole depth, the calculation reduces to a closed-form relationship between the three measured strains and the principal in-plane stresses and their orientation; for stress fields that vary with depth, the standard’s incremental method processes the strain readings collected at each successive drilling step to reconstruct a depth-resolved stress profile.

Uniform-stress hole-drilling relation (conceptual form):

e_j = (1/E) * [ a_jk * (sigma_x + sigma_y)/2
              + b_jk * (sigma_x - sigma_y)/2 * cos(2*theta)
              + b_jk * tau_xy * sin(2*theta) ]

where:
  e_j        = relieved strain measured at gauge j
  a_jk, b_jk = tabulated calibration coefficients (ASTM E837)
  sigma_x, sigma_y, tau_xy = in-plane residual stress components
  theta      = gauge angular position around the rosette

Blind-Hole vs. Through-Hole Drilling

ParameterBlind-Hole DrillingThrough-Hole Drilling
Applicable workpieceThick sections (hole stops before full penetration)Thin sheet (hole penetrates full thickness)
Stress informationDepth-resolved profile via incremental drillingSingle depth-averaged (membrane) stress value
Reliable stress limitUp to approximately 80% of yield strengthUp to approximately 50% of yield strength
Typical measurement depthOn the order of 1 mmFull workpiece thickness

Blind-hole drilling is the more commonly applied approach in practice, since incremental depth stepping allows a subsurface stress profile, valuable for characterizing shot-peened, case-hardened, or machined surface layers where stress varies significantly with depth, a topic connected to the hardening mechanisms covered in our quenching and tempering guide.

A Semi-Destructive, Not Non-Destructive, Method

Hole-drilling is classified as semi-destructive or minimally invasive because it leaves a small (commonly 1.5-2 mm diameter) hole in the component surface, in contrast to fully non-destructive XRD measurement. In many applications the resulting hole falls within the component’s acceptable design margin or can be filled and inspected afterward, but this distinction matters for highly critical or in-service components where any material removal requires engineering justification.

XRD vs. Hole-Drilling: Choosing the Right Method

CharacteristicXRD (sin²ψ)Hole-Drilling (ASTM E837)
InvasivenessFully non-destructiveSemi-destructive (small drilled hole)
Sampled depthFew to few-tens of micronsUp to approximately 1 mm (incremental)
Lateral spatial resolutionSub-millimetre, fine mapping possibleSet by rosette diameter, typically several mm
Equipment portabilityPortable units available for field usePortable, widely used in field and lab
Best suited toFine near-surface mapping, shot-peening/grinding QCSubsurface depth profiling beneath surface treatment layers

Neither method is universally superior; the choice depends on the depth and spatial resolution the application requires. Many weld residual stress assessment programmes, including those relevant to the restrained joint behaviour discussed elsewhere on this site, apply both techniques together: XRD to finely map near-surface stress variation across the weld toe and adjacent HAZ, and hole-drilling to establish the shallow subsurface depth profile beneath any surface treatment or decarburized layer.

Other Residual Stress Measurement Techniques

XRD and hole-drilling are the two most widely used practical techniques, but several others fill specific niches where deeper penetration, full destructive validation, or particularly rapid screening is required.

TechniqueDestructive?Typical Depth ReachNotes
Neutron diffractionNoSeveral centimetres (true bulk)Same principle as XRD but with penetrating neutrons; requires a reactor or spallation source facility
Contour methodYes (fully destructive)Full cross-sectionSections the part and measures resulting surface deformation to back-calculate the 2D stress map
Slitting (crack compliance) methodYes (fully destructive)Full cross-section (through-thickness profile)Measures strain relief as an incremental slit is cut, similar in concept to hole-drilling but 1D through-thickness
Magnetic Barkhausen noiseNoNear-surface (material dependent)Rapid screening for ferromagnetic materials only; correlates magnetic domain behaviour with stress

When Deeper or Destructive Methods Are Justified

Neutron diffraction and the destructive contour and slitting methods are generally reserved for cases where XRD and hole-drilling cannot reach the depth of interest, such as characterizing bulk residual stress deep within a thick weld or a heavily worked forging, or where an independent, high-confidence validation of a less destructive method’s results is required for a critical component qualification programme.

Industrial Significance

Accurate residual stress measurement underpins fatigue life prediction, distortion control, and the qualification of stress-relief and surface treatment processes across welding, machining, and heat treatment operations. XRD and hole-drilling remain the two most widely deployed techniques precisely because they balance practical accessibility, reasonable cost, and adequate accuracy for the vast majority of near-surface residual stress questions encountered in fabrication quality control and failure investigation, reserving neutron diffraction and destructive methods for the smaller set of cases that genuinely require bulk or full-depth characterization.

Frequently Asked Questions

What is residual stress and why is it measured?
Residual stress is stress that remains locked within a component after all external loads have been removed, arising from non-uniform plastic deformation, thermal gradients, or phase transformation during manufacturing processes such as welding, machining, casting, or heat treatment. It is measured because it directly superimposes on applied service stress, and can either significantly reduce fatigue life and promote cracking when tensile, or substantially improve performance when compressive, making its quantification essential for both failure analysis and manufacturing process validation.
How does the XRD sin-squared-psi method measure residual stress?
The sin-squared-psi method measures the diffraction peak position for a chosen lattice plane across a series of sample tilt angles, psi. Elastic lattice strain caused by residual stress produces a linear relationship between measured interplanar spacing and sin-squared(psi); the slope of that relationship, combined with the material’s X-ray elastic constants, converts directly into a near-surface residual stress value, sampling only the shallow depth penetrated by the X-ray beam, typically a few to a few tens of microns.
How does the ASTM E837 hole-drilling method work?
A special three-element strain gauge rosette is bonded to the component surface, and a small hole, typically 1.5 to 2 mm in diameter, is drilled at the rosette’s geometric centre using a high-speed air turbine or orbital milling technique to minimize drilling-induced stress. Removing stressed material from the hole location causes the surrounding material to relax, producing measurable strain changes at each gauge. These relieved strains are converted into the original residual stress using calibration coefficients tabulated in ASTM E837 for standard rosette geometries, based on linear elastic theory and finite element calibration.
What is the difference between blind-hole and through-hole drilling?
Blind-hole drilling stops the hole at a depth less than the full workpiece thickness and is the standard approach for thick components, allowing incremental depth-resolved stress profiling as the hole is deepened in steps. Through-hole drilling penetrates the full thickness of a thin workpiece and measures only a single, depth-averaged (membrane) stress value. ASTM E837 permits satisfactory results up to about 80 percent of yield strength for blind-hole drilling but only about 50 percent of yield strength for through-hole drilling, because the different stress concentration around each hole type affects the onset of local plastic yielding.
How deep into a component can hole-drilling and XRD measure residual stress?
Incremental hole-drilling typically profiles residual stress to a depth on the order of 1 mm below the surface, following the standard progressive drilling steps specified in ASTM E837. XRD sin-squared-psi measurement is much shallower, typically sampling only a few to a few tens of microns, since it depends on X-rays penetrating into and diffracting back out of the material. Neither technique alone reaches the several-millimetre to full-thickness depths accessible by neutron diffraction or the destructive contour and slitting methods.
Which method is better for measuring weld residual stress: XRD or hole-drilling?
Neither method is universally superior; the choice depends on the depth and spatial resolution required. XRD is well suited to mapping fine-scale, near-surface residual stress variation across a weld toe, HAZ, and adjacent base metal with sub-millimetre spatial resolution, but only characterizes the shallow surface layer. Hole-drilling provides a depth profile through roughly the first millimetre, useful for assessing stress below any surface treatment layer, but requires physical access to bond a rosette and drill, and has coarser lateral spatial resolution than XRD. Many weld residual stress assessment programmes use both techniques together to characterize the full near-surface and shallow-subsurface stress state.
Is hole-drilling a destructive test method?
Hole-drilling is generally classified as a semi-destructive or minimally invasive method, since it introduces a small hole (commonly 1.5-2 mm diameter) into the component surface rather than requiring sectioning or destruction of the part. In many applications the resulting hole is small enough to be acceptable within the component’s design margin, or can be filled and inspected, but it is not fully non-destructive, unlike XRD, and this distinction should be considered when selecting a method for in-service or highly critical components.
What other residual stress measurement techniques exist besides XRD and hole-drilling?
Neutron diffraction operates on the same diffraction principle as XRD but uses neutrons, which penetrate several centimetres into most metals, enabling true bulk, three-dimensional residual stress mapping at the cost of requiring access to a specialized neutron source facility. The contour method and slitting method are fully destructive techniques that section a component and measure the resulting deformation or strain relief to back-calculate the original stress field, often used to validate or cross-check less destructive methods. Magnetic Barkhausen noise analysis provides a rapid, non-destructive alternative specific to ferromagnetic materials, correlating magnetic domain wall behaviour with near-surface stress.

Recommended Reference Reading

Residual Stress Measurement by X-Ray Diffraction (SAE)

Applied reference for the sin-squared-psi method and X-ray elastic constants.

View on Amazon

Handbook of Residual Stress and Deformation of Steel

Comprehensive coverage of residual stress origins and measurement across steel processing.

View on Amazon

ASM Handbook Vol. 10: Materials Characterization

Reference coverage of residual stress measurement techniques alongside other characterization methods.

View on Amazon

Practical Residual Stress Measurement Methods (Schajer, ed.)

Applied, technique-by-technique guide including hole-drilling, contour, and slitting methods.

View on Amazon

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