paper

A 3D measurement workflow for assessing replication quality and tool degradation in moulded microfluidic channels

arXiv:2610.39046

Abstract

Mould-based replication, such as injection moulding with 3D-printed inserts, needs a check of how faithfully microchannels are transferred from master to polymer replica. It is usually limited to a width or depth ratio from one cross-section, which misses the sidewall shape and depends on where the section is taken. We present a workflow that assesses the whole channel from 3D scans of master and replica, without sectioning. The scans are registered on a common grid, and each height map is converted into a map of local slope. The correlation of the two slope maps over the channel interior, RQ, is reported with the channel dimensions and height- and slope-error maps. These outputs separate a change of shape from a change of size and locate it. A user can thereby compare mould materials, detect tool wear, and tell whether a deviation arose before or during moulding. On synthetic channels with known degradation, RQ fell steadily as the sidewalls were rounded, whereas the height correlation levelled off. For injection moulding with stereolithography-printed inserts in three resins, RQ ranged from 0.17 to 0.91 over fifteen insert-to-part pairs. The height correlation placed the ten well-formed channels within 0.03. Over a twenty-shot run, one insert's RQ fell from 0.90 to 0.72 as its sidewalls wore, while its height correlation stayed above 0.93. We developed open-source software that implements the workflow. Because the workflow needs only registered 3D scans of a master and its replica, it can in principle be applied to other mould-based processes.

arXiv comment20 pages, 11 figures, 5 tables; supplementary material (19 pages) appended