March 2023
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46 Reads
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7 Citations
Journal of Materials Processing Technology
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March 2023
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46 Reads
·
7 Citations
Journal of Materials Processing Technology
March 2022
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190 Reads
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1 Citation
Materials Science and Technology
After continuous annealing process (CAP) at 790°C, 85% of the coils of 50% cold-rolled low carbon microalloyed (LCM) steel did not exhibit yield-strength (YS) on the target range, while the 70% cold-reduced LCM coils did. In this context, the non-isothermal recrystallisation kinetics of ferrite for the above two full-hard LCM steel were investigated using differential scanning calorimetry and the Friedman differential isoconversional method. The recrystallisation kinetics of ferrite for the two deformed states showed different behaviour. Regarding a fixed degree of cold-rolling deformation, the soaking temperature was found as the manageable parameter to control YS during CAP. Consequently, a suitable YS of the 50% cold-rolled LCM steel was achieved by setting the soaking temperature at 773°C.
... DL, utilizing a multi-layer neural network architecture, can thoroughly extract profound semantic information from images, markedly diminishing the dependence on prior knowledge such as crack forms, textures, and contextual information. 22,23 In this context, Li et al. 24 proposed a pavement crack detection algorithm utilizing dense connectivity and deep supervised networks, which enhances feature propagation and integrates multi-scale information to more effectively capture semantic information. Lin et al. 25 proposed the DeepCrackAT technique, which leverages an encoder-decoder network to acquire multi-scale crack features and augments the recognition of the crack region through an attention mechanism using hybrid expansion convolution. ...
March 2023
Journal of Materials Processing Technology