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Journal article

A Novel Curve Pattern Recognition Framework for Hot-Rolling Slab Camber

Abstract

Camber is a typical asymmetrical defect of slabs in the hot-rolling process. The identification of camber plays a key role in improving the quality of the finished strip. To obtain the shape information of the camber, we select the derivative dynamic time warping (DDTW) distance as the measure of curve similarity. An iterative self-organizing data analysis clustering algorithm integrated with DDTW is proposed to divide the sample into different …

Authors

Peng G; Xu D; Zhou J; Yang Q; Shen W

Journal

IEEE Transactions on Industrial Informatics, Vol. 19, No. 2, pp. 1270–1278

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

DOI

10.1109/tii.2022.3168035

ISSN

1551-3203