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Surface Roughness Estimator

Universal

Estimate as-built Ra and Rz from the staircase effect — the geometric artefact created when a curved or angled surface is approximated as a series of discrete layer steps. Select your process for an empirically corrected output that reflects real-world as-built roughness.

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Theory — The Staircase Effect

All layer-by-layer AM processes approximate sloped surfaces as staircases. The roughness depends on layer thickness and the surface's angle to the build direction.

Rz_theoretical = t · sin(θ_from_vertical) Ra_theoretical = Rz / 4 [triangular sawtooth approximation] Ra_adjusted = Ra_theoretical × f_process × f_orientation
t
Layer thickness[µm]
θ_from_vertical
Surface angle from vertical[deg]
f_process
Empirical process multiplier[1.3–10×]
f_orientation
Downward-face overhang factor[1.0–1.8×]

Maximum staircase roughness occurs at 45° from vertical. Vertical walls (θ=0°) and horizontal top surfaces (θ=90°) approach zero staircase roughness, but real roughness from process physics still applies.

Interpretation notes

Ra vs. Rz

Ra is the arithmetic mean roughness — the most commonly specified parameter. Rz (DIN/ISO) is the mean of 5 sampling-length peak-to-valley heights, typically ~4–7× Ra for AM surfaces.

Empirical multiplier

Real AM roughness exceeds the theoretical staircase by 1.3–10× depending on process. LPBF has partially melted powder particles; DED has large bead ripple; FDM has bead rounding. The multiplier is a mid-range estimate.

Downward-facing surfaces

Overhanging (downward-facing) surfaces in LPBF and FDM are significantly rougher due to lack of support, partial melting of loose powder below, and thermal gradients. Expect Ra ~1.5–3× the upward-facing value at the same angle.

Design implications

Surface roughness affects fatigue life (stress concentration at peaks), fluid flow (friction in internal channels), tribology, and optical performance. Specify post-processing (machining, EP, vibratory finishing) for functional surfaces early in the design.

Sources