Depression-type longitudinal crack prediction of slab surface based on CNN-BiLSTM optimized by grid search

WU Quanjun, HE Fei, WANG Xinyao, SONG Yingjie

Metallurgical Industry Automation ›› 2026, Vol. 50 ›› Issue (1) : 50-59.

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Metallurgical Industry Automation ›› 2026, Vol. 50 ›› Issue (1) : 50-59. DOI: 10.3969/j.issn.1000-7059.20250163

Depression-type longitudinal crack prediction of slab surface based on CNN-BiLSTM optimized by grid search

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{{article.zuoZheEn_L}}. {{article.title_en}}[J]. {{journal.qiKanMingCheng_EN}}, 2026, 50(1): 50-59 https://doi.org/10.3969/j.issn.1000-7059.20250163

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Bimonthly, Started in 1976
CN 11-2067/TF
ISSN 1000-7059
Competent Authority: China lron & Steel Association
Sponsor: Automation Research and Design Institute of Metallurgical Industry Co., Ltd.
CISRI Boyuan Publishing Co.,Ltd.
Editor and Publisher: CISRI Boyuan Publishing Co.,Ltd.
Postal Code: 2-321
Foreign Distributed Code: BM5548
Address: No.76 Xueyuan Nanlu, Beijing 100081, China
Tel: 010-62182720, 62181013
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