Reviews on machine learning approaches for process optimization in noncontact direct ink writing
H Zhang, SK Moon - ACS Applied Materials & Interfaces, 2021 - ACS Publications
Recently, machine learning has gained considerable attention in noncontact direct ink
writing because of its novel process modeling and optimization techniques. Unlike …
writing because of its novel process modeling and optimization techniques. Unlike …
Additively manufactured strain sensors for in-pile applications
TL Phero, KA Novich, BC Johnson… - Sensors and Actuators A …, 2022 - Elsevier
Accurate, real-time monitoring of strain in fuel, cladding, and structural components of
nuclear reactors is critical to better understand radiation induced phenomena during reactor …
nuclear reactors is critical to better understand radiation induced phenomena during reactor …
Applications and prospects of machine learning for aerosol jet printing: A review
Abstract Aerosol Jet Printing (AJP) is an additive manufacturing process that deposits ink-
like materials suspended as an aerosol mist. AJP creates three-dimensional (3D) functional …
like materials suspended as an aerosol mist. AJP creates three-dimensional (3D) functional …
A computational fluid dynamics investigation of pneumatic atomization, aerosol transport, and deposition in aerosol jet printing process
R Salary, JP Lombardi… - Journal of Micro …, 2021 - asmedigitalcollection.asme.org
Aerosol jet printing (AJP) is a direct-write additive manufacturing technique, which has
emerged as a high-resolution method for the fabrication of a broad spectrum of electronic …
emerged as a high-resolution method for the fabrication of a broad spectrum of electronic …
Modeling for silicone foam material extrusion with liquid rope coiling
This research demonstrates a Modeling idea using parametric Modeling and considering
the process to predict coiling patterns effectively in open-cell foams material extrusion (MEX) …
the process to predict coiling patterns effectively in open-cell foams material extrusion (MEX) …
A Real‐Time Process Diagnostic to Support Reliability, Control, and Fundamental Understanding in Aerosol Jet Printing
JD Rurup, EB Secor - Advanced Engineering Materials, 2024 - Wiley Online Library
Aerosol jet printing is a compelling technology for hybrid electronics, combining digital and
noncontact patterning with broad materials compatibility, resolution as fine as≈ 10 microns …
noncontact patterning with broad materials compatibility, resolution as fine as≈ 10 microns …
Mapping drift in morphology and electrical performance in aerosol jet printing
D Yoo, CM Mahoney, JR Deneault… - Progress in Additive …, 2021 - Springer
Aerosol jet printing (AJP) is a promising additive manufacturing technique for precise
customization of sophisticated, electrically functional devices. However, the vast parameter …
customization of sophisticated, electrically functional devices. However, the vast parameter …
Strand width uniformly control for silicone extrusion additive manufacturing based on image processing
The strand width during silicone extrusion additive manufacturing (AM) tends to be uneven
due to the viscosity change of non-Newtonian fluid silicone, the uncertain friction of the …
due to the viscosity change of non-Newtonian fluid silicone, the uncertain friction of the …
[HTML][HTML] Automatic in-situ error correction for 3D printed electronics
D Ahlers, F Wasserfall, J Hörber, J Zhang - Additive Manufacturing Letters, 2023 - Elsevier
Defects are a major issue in 3D printed electronics because even a tiny inaccuracy will lead
to a faulty electronic circuit. This article presents a novel approach to correct printing defects …
to a faulty electronic circuit. This article presents a novel approach to correct printing defects …
Autonomous optimization of process parameters and in-situ anomaly detection in aerosol jet printing by an integrated machine learning approach
Aerosol jet printing (AJP) is a newly-developed technology for printed electronics in additive
manufacturing (AM) industry. Compared to conventional printed electronics, AJP technology …
manufacturing (AM) industry. Compared to conventional printed electronics, AJP technology …