In-situ monitoring is crucial in facilitating the industrial expansion of extrusion additive manufacturing by enabling the early detection of defects in a non-destructive manner and at a low cost. This study introduces a technique for assessing the geometric accuracy of extrusion additive manufacturing using a thermal camera as a sensor to monitor the extrusion-based bioprinting process in situ. The geometry of the extruded material is continuously detected during deposition, allowing for a real-time comparison with the corresponding nominal shape, which is extracted from the G-code and registered on the acquired thermal image sequences. The study demonstrates the effectiveness of the proposed in-line monitoring technique in identifying the correctly deposited material, the regions of under-extrusion and the regions of over-extrusion when printing with a transparent biomaterial.

In-line Process Monitoring of Extrusion-Based Bioprinting Using In-Situ Thermal Imaging

Prioglio, Egon;Zanderigo, Giovanni;Colosimo, Bianca Maria
2026-01-01

Abstract

In-situ monitoring is crucial in facilitating the industrial expansion of extrusion additive manufacturing by enabling the early detection of defects in a non-destructive manner and at a low cost. This study introduces a technique for assessing the geometric accuracy of extrusion additive manufacturing using a thermal camera as a sensor to monitor the extrusion-based bioprinting process in situ. The geometry of the extruded material is continuously detected during deposition, allowing for a real-time comparison with the corresponding nominal shape, which is extracted from the G-code and registered on the acquired thermal image sequences. The study demonstrates the effectiveness of the proposed in-line monitoring technique in identifying the correctly deposited material, the regions of under-extrusion and the regions of over-extrusion when printing with a transparent biomaterial.
2026
Proceedings f the 18th CIRP International Conference on Intelligent Computation in Manufacturing Engineering, CIRP ICME 2024
Extrusion-based bioprinting (EBB); Image-based defect detection; In-line process monitoring; In-situ thermal imaging;
Extrusion-based bioprinting (EBB)
Image-based defect detection
In-line process monitoring
In-situ thermal imaging
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1307440
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