Machine condition monitoring in FDM based on electret microphone, SVM, and neural networks
The fused deposition modeling (FDM) process, also known as 3D printing, deals with the
manufacture of parts by adding layers of fused filament. Research on manufacturing process …
manufacture of parts by adding layers of fused filament. Research on manufacturing process …
Detecting first layer bond quality during FDM 3D printing using a discrete wavelet energy approach
P Bhavsar, B Sharma, W Moscoso-Kingsley… - Procedia …, 2020 - Elsevier
Abstract Fused Deposition Modeling (FDM) is a highly versatile additive manufacturing
method for 3D printing thermoplastic-based components at small as well as larger …
method for 3D printing thermoplastic-based components at small as well as larger …
In situ monitoring of FDM machine condition via acoustic emission
H Wu, Y Wang, Z Yu - The International Journal of Advanced …, 2016 - Springer
Fused deposition modeling (FDM) is one of the most popular additive manufacturing
technologies for fabricating prototypes with complex geometry and different materials …
technologies for fabricating prototypes with complex geometry and different materials …
Condition Monitoring of Additively Manufactured Injection Mould Tooling: A Review of Demands, Opportunities and Potential Strategies
Injection moulding (IM) is an important industrial process, known to be the most used plastic
formation technique. Demand for faster cycle times and higher product customisation is …
formation technique. Demand for faster cycle times and higher product customisation is …
In situ process monitoring using acoustic emission and laser scanning techniques based on machine learning models
Abstract Fused Filament Fabrication (FFF) is a widely used additive manufacturing method
for obtaining prototypes with complex structures. On the other hand, Commercial FFF …
for obtaining prototypes with complex structures. On the other hand, Commercial FFF …
An improved fault diagnosis approach for FDM process with acoustic emission
J Liu, Y Hu, B Wu, Y Wang - Journal of Manufacturing Processes, 2018 - Elsevier
The reliability and performance of additive manufacturing (AM) machines affect the product
quality and manufacturing cost. Developing effective health monitoring and prognostics …
quality and manufacturing cost. Developing effective health monitoring and prognostics …
In-situ monitoring and diagnosing for fused filament fabrication process based on vibration sensors
Y Li, W Zhao, Q Li, T Wang, G Wang - Sensors, 2019 - mdpi.com
Fused filament fabrication (FFF) is one of the most widely used additive manufacturing (AM)
technologies and it has great potential in fabricating prototypes with complex geometry. For …
technologies and it has great potential in fabricating prototypes with complex geometry. For …
In-situ process monitoring for metal additive manufacturing through acoustic techniques using wavelet and convolutional neural network (CNN)
MS Hossain, H Taheri - The International Journal of Advanced …, 2021 - Springer
Additive manufacturing (AM) is currently a widely used technology, even though a more
profound understanding is still needed to track and identify defects during AM. The acoustic …
profound understanding is still needed to track and identify defects during AM. The acoustic …
Status recognition for fused deposition modeling manufactured parts based on acoustic emission
F Li, Z Yu, X Shen, H Zhang - E3S Web of Conferences, 2019 - e3s-conferences.org
Fused deposition modelling (FDM), as one technology of additive manufacturing, fabricates
parts always with curl and looseness defects which restrict its development to a great extent …
parts always with curl and looseness defects which restrict its development to a great extent …
A machine learning approach to quality monitoring of injection molding process using regression models
Recent advancements in instrumentation and the emergence of industrial IoT solutions have
created new possibilities to collect data in injection molding processes. Although many …
created new possibilities to collect data in injection molding processes. Although many …