In-line monitoring of the material extrusion additive manufacturing process by non-destructive methodologies

Abstract This work involves the monitoring of the Material Extrusion (MEX) additive manufacturing process (also known as Fused Filament Fabrication, FFF) for polymeric materials through the combined application of Infrared Thermography (IrT) and Acoustic Emission (AE) methodologies. An innovative methodology has been developed for in-line monitoring of the additive manufacturing (AM) process, enabling the early identification of process-induced defects and manufacturing anomalies in additively manufactured polylactic acid (PLA) parts. The thermal distribution during material solidification and the acoustic activity of the additive manufacturing machine deposition system were recorded concurrently during the build and directly correlated with the resulting part quality. X-ray micro-computed tomography (micro-CT) was employed to benchmark the in-line monitoring results with respect to internal material defects. Furthermore, the mechanical behaviour of the additively manufactured parts was evaluated to establish a relationship between additive manufacturing process quality and structural integrity. The findings demonstrate that the developed in-line monitoring methodology enables the early detection of defects, which in turn can lead to improved additive manufacturing quality and enhanced mechanical performance of additively manufactured parts.

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Publication Details

Journal
The International Journal of Advanced Manufacturing Technology
Published
2026-09-19
DOI
https://doi.org/10.1007/s00170-026-19170-7
Primary Topic
Additive Manufacturing and 3D Printing Technologies
Type
article
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In-line monitoring of the material extrusion additive manufacturing process by non-destructive methodologies

E. Z. Kordatos, Dimitra Soulioti, Antonio Feteira, Sotirios Grammatikos et al.
The International Journal of Advanced Manufacturing Technology
Additive Manufacturing and 3D Printing Technologies
article

In-line monitoring of the material extrusion additive manufacturing process by non-destructive methodologies

E. Z. Kordatos, Dimitra Soulioti, Antonio Feteira, Sotirios Grammatikos, Rosanna Forster
article en

Abstract

Abstract This work involves the monitoring of the Material Extrusion (MEX) additive manufacturing process (also known as Fused Filament Fabrication, FFF) for polymeric materials through the combined application of Infrared Thermography (IrT) and Acoustic Emission (AE) methodologies. An innovative methodology has been developed for in-line monitoring of the additive manufacturing (AM) process, enabling the early identification of process-induced defects and manufacturing anomalies in additively manufactured polylactic acid (PLA) parts. The thermal distribution during material solidification and the acoustic activity of the additive manufacturing machine deposition system were recorded concurrently during the build and directly correlated with the resulting part quality. X-ray micro-computed tomography (micro-CT) was employed to benchmark the in-line monitoring results with respect to internal material defects. Furthermore, the mechanical behaviour of the additively manufactured parts was evaluated to establish a relationship between additive manufacturing process quality and structural integrity. The findings demonstrate that the developed in-line monitoring methodology enables the early detection of defects, which in turn can lead to improved additive manufacturing quality and enhanced mechanical performance of additively manufactured parts.

The International Journal of Advanced Manufacturing Technology
Norwegian University of Science and Technology (NO), Sheffield Hallam University (GB)
Openalex Percentile: Top 19%
Additive Manufacturing and 3D Printing Technologies
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In-line monitoring of the material extrusion additive manufacturing process by non-destructive methodologies — E. Z. Kordatos, Dimitra Soulioti, et al. · The International Journal of Advanced Manufacturing Technology (2026) | TGRS Research Map | TGRS