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Computational study demonstrates sub-2 mm inspection accuracy for 2D contours using genetic-algorithm-based station planning, indicating superior performance over visibility-only layouts.
Terrestrial laser scanning station layouts for tolerance-controlled dimensional inspection are often based on experience or visibility alone. This study proposes a target-accuracy-constrained planning method for two-dimensional component contours. Controlled measurements convert a prescribed tolerance into feasible distance and incidence-angle constraints, which define accuracy-valid coverage for a genetic algorithm. For a Trimble X12 under a 2 mm criterion, the feasible range was 1–2 m and maximum incidence angle 24.2°. A six-station layout satisfied the 95% coverage requirement and achieved a maximum dimensional deviation of 1.8 mm, outperforming outward-shifted and visibility-based layouts. The method is limited to controlled two-dimensional contour planning.
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Chen et al. (2026) studied this question.
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