Fatigue and Life Estimation

Static analysis asks whether it will break; fatigue analysis asks after how many cycles

Wöhler curve: endurance limit in steel, continuous decline in aluminium

Fatigue is the initiation and growth of a crack under repeated loading at stresses well below the yield strength. Machine components are rarely overloaded once; they are loaded and unloaded millions of times — which is why most in-service failures are fatigue failures. Fatigue is a surface and detail phenomenon: life is won or lost through design detail and surface quality far more than through material selection.

What this note covers

Why a Static Calculation Is Not Enough

Machine parts rarely fail because a single load exceeded the yield strength. They fail because a stress far below yield was applied a few million times. Fatigue is a local, progressive and cumulative damage process: a crack starts at a surface stress concentration, grows a little on each cycle, and the part breaks when the remaining section can no longer carry the load.

Core principle: fatigue is governed by the stress amplitude, the number of cycles and the surface. A design that only checks the peak stress against the yield strength has not been checked for fatigue at all.

Defining the Cycle

Every fatigue statement needs the same four quantities: the stress amplitude σa = (σmax − σmin)/2, the mean stress σm = (σmax + σmin)/2, the range Δσ = σmax − σmin, and the ratio R = σmin/σmax. Fully reversed loading is R = −1; zero-to-tension is R = 0. Quoting a fatigue strength without its R value is meaningless, because the same amplitude behaves very differently around a tensile mean.

The S–N Curve and the Fatigue Limit

Plotted on log–log axes, the finite-life region follows Basquin’s relation σa = σ′f(2Nf)b. Ferritic steels show a knee near 106–107 cycles and a genuine fatigue limit, roughly 0.5 times the tensile strength for wrought steel. Aluminium, copper and austenitic stainless steels show no such plateau: the curve keeps descending, so a design is quoted at a stated life (for example 5×108 cycles), never as “infinite”.

Caution: the 0.5×Rm rule applies to a polished laboratory specimen. The real part carries surface roughness, size, loading type, temperature and reliability penalties before any stress concentration is considered.

High-Cycle and Low-Cycle Fatigue

Above roughly 104–105 cycles the material stays elastic overall and a stress-life (S–N) approach is appropriate. Below that, local plastic strain dominates and the correct variable is strain: the Coffin–Manson relation governs, and ductility matters more than strength. Thermal cycling, start–stop loading of pressure equipment and crash-relevant structures fall into this regime, where a harder, stronger material can actually be the worse choice.

Mean Stress

A tensile mean stress opens the crack and shortens life; a compressive mean closes it and extends life. Three correction lines are in common use — Goodman (conservative, widely used for brittle and high-strength materials), Gerber (parabolic, closer to test data for ductile metals) and Soderberg (most conservative, protects against yielding as well). Plotted on a Haigh diagram, they turn a single fatigue strength into a usable envelope.

Notches, and the Cheapest Gain in Design

The elastic stress concentration factor Kt is a geometric fact; the fatigue notch factor is smaller because materials show notch sensitivity q:

Kf = 1 + q (Kt − 1)

High-strength steels are highly notch sensitive (q near 1); grey cast iron, full of internal graphite notches already, is almost insensitive. The practical consequence is blunt: the stronger the steel, the more a sharp corner costs. Increasing a fillet radius is usually the cheapest fatigue improvement available, and it is free if it is done on the drawing instead of after the failure.

From Specimen to Component: Correction Factors

FactorWhat it correctsPractical effect
SurfaceRoughness, as-forged or as-cast skin, decarburisationThe largest single loss — a rough forged surface can halve the fatigue strength
SizeLarger sections contain more defects and a larger stressed volumeReduction of 10–25% for heavy sections
LoadingBending, axial or torsional loadingAxial loading is more severe than rotating bending
Temperature and environmentElevated temperature, corrosive mediaIn a corrosive environment the fatigue limit can disappear entirely
ReliabilityScatter in the dataDesign values are percentiles, not averages

Variable Amplitude Loading and Miner’s Rule

Real service loads are irregular. The sequence is first reduced to equivalent cycles by rainflow counting, and damage is then summed linearly: D = Σ(ni/Ni). Failure is nominally at D = 1, but linear summation ignores sequence effects, so design practice targets 0.2–0.5 depending on the industry.

The input matters more than the calculation: a precise Miner summation built on a guessed load spectrum is a precise guess. Measured service data — strain gauges, load cells, a few representative duty cycles — changes the result far more than refining the damage rule.

Measures That Extend Fatigue Life

  • Compressive residual stress: shot peening, deep rolling, induction hardening and nitriding all work by making the surface resist crack opening.
  • Surface quality: polishing in the critical zone, removing decarburised layers, eliminating machining marks transverse to the stress.
  • Geometry: generous radii, gradual section changes, relief grooves at shoulders.
  • Cleanliness: inclusion control in the steel, since large non-metallic inclusions are internal crack starters in high-strength steels.

Testing and Reporting

Force-controlled fatigue testing follows ISO 1099 (axial) and ISO 1143 (rotating bending); strain-controlled low-cycle testing follows ISO 12106 / ASTM E606; statistical planning and evaluation of S–N data follow ISO 12107 and ASTM E739. Welded structures are assessed by fatigue class against EN 1993-1-9, where the detail category — not the parent material strength — sets the allowable range.

The technical note below (A4 PDF, in Turkish) develops these subjects in depth with original diagrams prepared for this series.

Technical Note

Fatigue and Life Estimation — SAE Technical Publications No.9 (PDF · 0.2 MB, in Turkish)