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"A digital shadow approach for enhancing process monitoring in wire arc" by Haochen Mu, Fengyang He et al.

With the development of Industry 4.0 and smart manufacturing, improving production automation, intelligence, and digitalization has become a research trend in the Wire Arc Additive Manufacturing (WAAM) field. This study introduces a digital shadow that aims to improve the adaptiveness and dimensionality of monitoring systems in WAAM. Three sensors are used in the digital shadow: a welding electric signal sensor, a camera, and a laser profilometer to collect welding current and voltage data, image data, and point cloud data. The collected multi-scaled data are time and spatially synchronized by sampling multiple points along the welding path. Three ML algorithms are used for decision-making: Multi-layer Perceptron (MLP) classifier and YOLOv5 are used for time and spatial-scale detection, respectively, and a Variational Autoencoder (VAE) is used for the decision-level fusion. The system performance is then tested to detect defects and geometric errors in practical experiments and the res ....

Wire Arc Additive Manufacturing , Multi Layer Perceptron , Variational Autoencoder , Defect Detection , Digital Shadow , Image Processing , Aser Profilometer , Machine Learning Ml , Sensor Fusion , Elding Electric Signals , Ire Arc Additive Manufacturing Waam ,

Nilpeter Premiers New FA-Line Presses at Labelexpo Americas 2024

Nilpeter Premiers New FA-Line Presses at Labelexpo Americas 2024 ....

United States , Lenny Degirolmo , Labelexpo Europe , Tasha Ventimiglia , Donalde Stephens Convention Center , Labelexpo Americas , Convention Center , Nilpeter United States , Digital Shadow ,

Labelexpo 2023 preview: Martin Automatic - Pulse Roll

Over 650 exhibitors to showcase newly developed technologies at Labelexpo 2023 at Brussels from 11 to 14 September 2023. PrintWeek highlights the top 120 exhibitors from the boutique show. Here is the fifth lot. ....

Bruxelles Capitale , Rotometrics Rotoscan , Kurz Distorun , Labelexpo Europe , Jetsci Kolorsmart , Mark Andy , Maxcess Rotometrics , Moisttech Corp , Nikka Research , Meech International , Printweek Team , Martin Automatic , Pro Series , Digital Series , Digital Pro , Mark Andy Print Products , Maxcess Vision Systems , Metrics Rotoscan , Vision Systems , International Stand , Smart Label Production Line , Monotech Systems , Printing Machinery Stand , Tech Corp Stand , Machinery Stand , Research Stand ,

Labelexpo Europe 2023 technology preview: A-Z

Labelexpo Europe 2023 technology preview: A-Z
labelsandlabeling.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from labelsandlabeling.com Daily Mail and Mail on Sunday newspapers.

Trentino Alto Adige , United States , Ravenwood Nobac , Flexcon Globalpromotes , Costruzioni Elkem Emmendinger Maschinenbau , Alwan Colorhub , Pentaplast Kocher , Usimeca Decosystem , Leimer Esko Etirama Eukalin , Servizio Informatica , Neo Picasso , Printronix Unilux Univacco , Kurz Distorun , Ahlstrom Alphasonics , Avery Dennisonunveils , Sermar Machinespresents , Mpsintroduces Mpsconnect , Baltink Baldwin , Lemmaco Lemugroup Lenze Leonardus , Rosas Maschinenbau , Berhalter Bio , Dupont Tyvek , Asahi Photoproductsdebuts , Leonhard Kurz , Mark Andy , Roosen Bplshows ,

Ransomware crews regrouping as LockBit rise continues

Overall ransomware activity dropped off in the third quarter of 2022, but increasing attack volumes in September may herald a difficult few months ahead ....

Alphv Blackcat , Shadow Riam Kim Mcleod , Black Basta , Hive Leaks , Medusa Locker , Digital Shadow ,