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In-situ monitoring of sub-surface and internal defects in additive manufacturing: A review
Abstract Additive Manufacturing (AM), or 3D printing, processes depend on a user-defined
set of optimized process parameters to create a component. Monitoring and control of AM …
set of optimized process parameters to create a component. Monitoring and control of AM …
In situ monitoring for fused filament fabrication process: A review
Real-time monitoring of the additive manufacturing process offers the promise of
guaranteeing product quality and increasing the efficiency of the printing process. This …
guaranteeing product quality and increasing the efficiency of the printing process. This …
Generalisable 3D printing error detection and correction via multi-head neural networks
Material extrusion is the most widespread additive manufacturing method but its application
in end-use products is limited by vulnerability to errors. Humans can detect errors but cannot …
in end-use products is limited by vulnerability to errors. Humans can detect errors but cannot …
Deep learning-assisted real-time defect detection and closed-loop adjustment for additive manufacturing of continuous fiber-reinforced polymer composites
Real-time defect detection and closed-loop adjustment of additive manufacturing (AM) are
essential to ensure the quality of as-fabricated products, especially for carbon fiber …
essential to ensure the quality of as-fabricated products, especially for carbon fiber …
Towards Zero Defect Manufacturing paradigm: A review of the state-of-the-art methods and open challenges
Abstract Nowadays, Internet-of-Things (IoT), big data, and cloud computing technologies
allow increasing the throughput and quality of manufacturing systems, bringing to the rise of …
allow increasing the throughput and quality of manufacturing systems, bringing to the rise of …
Process monitoring for material extrusion additive manufacturing: a state-of-the-art review
A Oleff, B Küster, M Stonis, L Overmeyer - Progress in Additive …, 2021 - Springer
Qualitative uncertainties are a key challenge for the further industrialization of additive
manufacturing. To solve this challenge, methods for measuring the process states and …
manufacturing. To solve this challenge, methods for measuring the process states and …
Non-destructive quality control methods in additive manufacturing: a survey
Purpose In recent years, additive manufacturing (AM) technology has been acknowledged
as an efficient method for producing geometrical complex objects with a wide range of …
as an efficient method for producing geometrical complex objects with a wide range of …
Process monitoring, diagnosis and control of additive manufacturing
Additive manufacturing (AM) can build up complex parts in a layer-by-layer manner, which is
a kind of novel and flexible production technology. The special manufacturing capability of …
a kind of novel and flexible production technology. The special manufacturing capability of …
In-process monitoring of part geometry in fused filament fabrication using computer vision and digital twins
On-machine, optical imaging of the layer is bound to play an important role in the
development of future in-process monitoring solutions for fused filament fabrication. In …
development of future in-process monitoring solutions for fused filament fabrication. In …
Open source computer vision-based layer-wise 3D printing analysis
The paper describes an open source computer vision-based hardware structure and
software algorithm, which analyzes layer-wise 3-D printing processes, tracks printing errors …
software algorithm, which analyzes layer-wise 3-D printing processes, tracks printing errors …