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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, imag...
Wire Arc Additive Manufacturing Multi Layer Perceptron Variational Autoencoder Defect Detection Digital Shadow Image Processing
Source: uow.edu.au

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"Adoption of big data analytics for energy pipeline condition assessmen" by Muhammad Hussain, Tieling Zhang et al.

Due to complexity, the oil and gas industry use various sensors to collect data for analysis to maintain the safety and integrity of pipelines and associated infrastructures. There is an enormous amount of data available to conceal crucial information, including precursor data on failure modes and knowledge that may be analyzed. The availability of large amounts of data has enabled the development of analytical tools that integrate methods like predictive analytics using different decision-makin...
Artificial Intelligence Ai Asset Management Big Data Energy Pipeline Ndustry 4 0 Internet Of Things Iot
Source: uow.edu.au

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