2022
DOI: 10.3390/qubs6020019
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A Survey of Process Monitoring Using Computer-Aided Inspection in Laser-Welded Blanks of Light Metals Based on the Digital Twins Concept

Abstract: The benefits of laser welding include higher production values, deeper penetration, higher welding speeds, adaptability, and higher power density. These characteristics make laser welding a superior process. Many industries are aware of the benefits of switching to lasers. For example, metal-joining is migrating to modern industrial laser technology due to improved yields, design flexibility, and energy efficiency. However, for an industrial process to be optimized for intelligent manufacturing in the era of I… Show more

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Cited by 17 publications
(8 citation statements)
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“…Digital twins currently can offer a wide range of applications not only in the fields of operation and maintenance but also in the fields of monitoring and inspection. Digital twins are associated with a machine learning platform structured by collected data and integrated with numerical modeling as a baseline for further simulations to assess and estimate the state of a physical system [ 78 ]. Having built the digital twin, the virtual counterpart can be subject to evaluation tests in order to identify anomalies in the physical features in terms of material, design, assembly, and manufacturing.…”
Section: Towards Smart Inspection For Industry 40mentioning
confidence: 99%
“…Digital twins currently can offer a wide range of applications not only in the fields of operation and maintenance but also in the fields of monitoring and inspection. Digital twins are associated with a machine learning platform structured by collected data and integrated with numerical modeling as a baseline for further simulations to assess and estimate the state of a physical system [ 78 ]. Having built the digital twin, the virtual counterpart can be subject to evaluation tests in order to identify anomalies in the physical features in terms of material, design, assembly, and manufacturing.…”
Section: Towards Smart Inspection For Industry 40mentioning
confidence: 99%
“…Three confirmation tests were conducted randomly with the welding parameter conditions selected from the optimization results [32][33][34][35]. The predicted optimum parameters for the filler added FSW based on the levels are given in Table 8.…”
Section: Confirmation Testmentioning
confidence: 99%
“…In recent years, advanced maintenance technology has been introduced, for instance, the intelligent predictive maintenance is more in line with the industrial development trend, such as condition-based maintenance, prognostics and health management, and remaining useful life estimation [15], and this maintenance policy has been adopted by many industries in various domains. In this advanced maintenance method, intelligent sensors are extremely essential for the realization of predictive maintenance [16][17][18].…”
Section: Literature Reviewmentioning
confidence: 99%