When AI meets additive manufacturing: Challenges and emerging opportunities for human-centered products development
Nowadays, additive manufacturing (AM) has been increasingly leveraged to produce human-
centered products, such as orthoses and prostheses as well as therapeutic helmets, finger …
centered products, such as orthoses and prostheses as well as therapeutic helmets, finger …
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 …
An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing
Additive manufacturing (AM) has gained increasing popularity in a large variety of mission-
critical fields, such as aerospace, medical, and transportation. The layer-by-layer fabrication …
critical fields, such as aerospace, medical, and transportation. The layer-by-layer fabrication …
Additive manufacturing cyber-physical system: Supply chain cybersecurity and risks
Additive Manufacturing (AM) methods have become increasingly efficient and industrially
viable in the past ten years. These methods offer the freedom of complexity to the designers …
viable in the past ten years. These methods offer the freedom of complexity to the designers …
Digital twin-based cyber-attack detection framework for cyber-physical manufacturing systems
Smart manufacturing (SM) systems utilize run-time data to improve productivity via intelligent
decision-making and analysis mechanisms on both machine and system levels. The …
decision-making and analysis mechanisms on both machine and system levels. The …
Securing cyber-physical additive manufacturing systems by in-situ process authentication using streamline video analysis
In cyber-physical systems (CPS) of additive manufacturing (AM), cyber-attacks may
significantly alter the design of the AM part, compromising its mechanical properties and …
significantly alter the design of the AM part, compromising its mechanical properties and …
Materials vs digits: A review of embedded anti-counterfeiting fingerprints in three-dimensional printing
Ongoing breakthroughs in the development of functional printing materials are leading to
rapid and widespread industrialization of three-dimensional (3D) printing, accompanied by …
rapid and widespread industrialization of three-dimensional (3D) printing, accompanied by …
A survey of cybersecurity of digital manufacturing
The Industry 4.0 concept promotes a digital manufacturing (DM) paradigm that can enhance
quality and productivity, which reduces inventory and the lead time for delivering custom …
quality and productivity, which reduces inventory and the lead time for delivering custom …
Encryption is futile: Reconstructing 3d-printed models using the power side-channel
Outsourced Additive Manufacturing (AM) exposes sensitive design data to external
malicious actors. Even with end-to-end encryption between the design owner and 3D …
malicious actors. Even with end-to-end encryption between the design owner and 3D …
3D-AmplifAI: An ensemble machine learning approach to digital twin fault monitoring for additive manufacturing in smart factories
In the digital age, the digital twin eliminates physical barriers and risks, facilitating seamless
activities in both real and virtual worlds. In the context of additive manufacturing, testing 3D …
activities in both real and virtual worlds. In the context of additive manufacturing, testing 3D …