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Intelligent agent for anomaly detection and root cause attribution of molten iron ladle circulation based on metallurgical process rules and retrieval-augmented generation
SUN Mingzhu, ZHANG Yiran, ZHOU Jicheng, WU Guangxi, JIN Xuanyue, ZHANG Ji, ZHANG Wenhao, SHI Ruchuan, HAN Tao
Metallurgical Industry Automation . 2026, (5): 54 -66 .  DOI: 10.3969/j.issn.1000-7059.20260222

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
www.yjzdh.com, www.chinamet.cn
E-mail: mia@chinamet.cn
International publication Name Code: YEZIES
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