Process monitoring for material extrusion additive manufacturing: a state-of-the-art review

Мониторинг процесса аддитивного производства методом экструзии материала: современный обзор
Malte Stonis, Alexander Oleff, Benjamin Küster, Ludger Overmeyer
2021-05-19

analysis algorithmsin-situ process monitoringmaterial extrusion additive manufacturingquality characteristicssensor technologies
Abstract Qualitative uncertainties are a key challenge for the further industrialization of additive manufacturing. To solve this challenge, methods for measuring the process states and properties of parts during additive manufacturing are essential. The subject of this review is in-situ process monitoring for material extrusion additive manufacturing. The objectives are, first, to quantify the research activity on this topic, second, to analyze the utilized technologies, and finally, to identify research gaps. Various databases were systematically searched for relevant publications and a total of 221 publications were analyzed in detail. The study demonstrated that the research activity in this field has been gaining importance. Numerous sensor technologies and analysis algorithms have been identified. Nonetheless, research gaps exist in topics such as optimized monitoring systems for industrial material extrusion facilities, inspection capabilities for additional quality characteristics, and standardization aspects. This literature review is the first to address process monitoring for material extrusion using a systematic and comprehensive approach.
1
Important research gaps remain in optimized monitoring systems for industrial facilities, inspection of additional quality characteristics, and standardization.
2
Research activity in material extrusion process monitoring has been increasing, indicating growing importance for additive manufacturing industrialization.
3
The literature identifies numerous sensor technologies and data-analysis algorithms for monitoring material extrusion processes.
4
The review systematically analyzed 221 publications on in-situ process monitoring for material extrusion additive manufacturing.
5
This study is presented as the first systematic and comprehensive review focused specifically on material extrusion process monitoring.

material extrusion additive manufacturing

in-situ process monitoring, including measurement of process states and part properties, sensing technologies, analysis algorithms, and monitoring-related research gaps

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Publication Date
2021-05-19
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Authors
Malte Stonis
Alexander Oleff
Benjamin Küster
Ludger Overmeyer
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