Acoustic emission for in situ quality monitoring in additive manufacturing using spectral convolutional neural networks

SA Shevchik, C Kenel, C Leinenbach, K Wasmer - Additive Manufacturing, 2018 - Elsevier
… Unfortunately, the lack of a proper quality monitoring prohibits the … of using acoustic emission
for quality monitoring and … approach, in which acoustic emission (AE) is taken for quality …

A new approach for online monitoring of additive manufacturing based on acoustic emission

H Wu, Z Yu, Y Wang - International Manufacturing …, 2016 - asmedigitalcollection.asme.org
online monitoring methods to detect printing failures for FDM. Acoustic emission (AE) is applied
as the sensing technique. … throughput for real-time monitoring. The AE signal during the …

Acoustic emission for in situ process monitoring of selective laser melting additive manufacturing based on machine learning and improved variational modal …

H Wang, B Li, FZ Xuan - … International Journal of Advanced Manufacturing …, 2022 - Springer
… An in situ quality monitoring method of acoustic emission (AE) based on machine learning
and improved variational modal decomposition (VMD) is proposed in the present work. The …

Deep Learning for In Situ and Real-Time Quality Monitoring in Additive Manufacturing Using Acoustic Emission

SA Shevchik, G Masinelli, C Kenel… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
… Our innovative approach combines a fiber Bragg grating (FBG) as an acoustic emission
sensor with machine learning technique to build a classifier to differentiate those signals. …

A review on application of acoustic emission testing during additive manufacturing

PR Prem, AP Sanker, S Sebastian… - Journal of …, 2023 - Springer
… Additional references are also provided in this work to grasp better the fundamentals of
acoustic emission technique, additive manufacturing processes, their applications, and related …

Experimental study of the process failure diagnosis in additive manufacturing based on acoustic emission

H Wu, Z Yu, Y Wang - Measurement, 2019 - Elsevier
… In this paper, a data-driven monitoring method for online AM process failure diagnosis based
on acoustic emission (AE) is proposed, and its application to the fused filament fabrication (…

In Situ and Real-Time Monitoring of Powder-Bed AM by Combining Acoustic Emission and Artificial Intelligence

K Wasmer, C Kenel, C Leinenbach… - … Additive Manufacturing …, 2018 - Springer
… -time quality control, we propose an approach that relies on acoustic emission, which is
further analyzed within artificial intelligence framework. We show that the additive manufacturing

Additive manufacturing and acoustic Emission: a brief review

MA Muktadir, MN Hasan… - … Manufacturing …, 2022 - journals.infinite-science.de
… of radiation effects on humans. This study discusses acoustic emission monitoring, which has
no radiation … Wang, "A new approach for online monitoring of additive manufacturing based …

In situ additive manufacturing process monitoring with an acoustic technique: Clustering performance evaluation using K-means algorithm

H Taheri, LW Koester… - … of Manufacturing …, 2019 - asmedigitalcollection.asme.org
acoustic emission research system was used to continuously … acoustic signals to classify
the additive manufacturing process conditions. This approach was demonstrated using acoustic

In situ process monitoring for additive manufacturing through acoustic techniques

MS Hossain, H Taheri - Journal of Materials Engineering and Performance, 2020 - Springer
… in different fields such as tool wear monitoring, monitoringmonitoring, as well as in the
field of additive manufacturing. In this section, the application of the acoustic emission technique