Ausgabe 5/2023
Inhalt (19 Artikel)
Special issue on application of AI in steelmaking and ferrous materials
Wangzhong Mu, Jie Sun, Hong-hui Wu, Shun-hu Zhang
A simple image-based method for online moisture content estimation of iron ore green pellets
Shu-yi Zhou, Xiao-yan Liu
Prediction of blast furnace gas generation based on data quality improvement strategy
Shu-han Liu, Wen-qiang Sun, Wei-dong Li, Bing-zhen Jin
An online BOF terminal temperature control model based on big data learning
Jia-wei Guo, Dong-ping Zhan, Guo-cai Xu, Nai-hui Yang, Bo Wang, Ming-xin Wang, Geng-wei You
XGBoost-based model for predicting hydrogen content in electroslag remelting
Yu-xiao Liu, Yan-wu Dong, Zhou-hua Jiang, Yu-shuo Li, Wei Zha, Yao-xin Du, Shu-yang Du
Cascade model for continuous prediction of silicon content of molten iron with coupled state variable nodes
Yang Han, Ze-qian Cui, Li-jing Wang, Jie Li, Ai-min Yang, Yu-zhu Zhang
Hot metal quality monitoring system based on big data and machine learning
Ran Liu, Zhi-feng Zhang, Xin Li, Xiao-jie Liu, Hong-yang Li, Xiang-ping Bu, Jun Zhao, Qing Lyu
Multi-model coupling-based dynamic control system of ladle slag in argon blowing refining process
Guang-da Bao, Ting Wu, Duo-gang Wang, Xiao-bin Zhou, Hai-chuan Wang
Automatic recognition and intelligent analysis of central shrinkage defects of continuous casting billets based on deep learning
Gong-hao Lian, Qi-hao Sun, Xiao-ming Liu, Wei-miao Kong, Ming Lv, Jian-jun Qi, Yong Liu, Ben-ming Yuan, Qiang Wang
An improved defect recognition framework for casting based on DETR algorithm
Long Zhang, Sai-fei Yan, Jun Hong, Qian Xie, Fei Zhou, Song-lin Ran
A novel mechanism fusion data control method for slab camber in hot rolling
Le-bao Song, Dong Xu, Peng-fei Liu, Jin-hang Zhou, Hui-qing Yan, Jing-dong Li, Hai-nan He, Hai-jun Yu, Xiao-chen Wang, Quan Yang
Monitoring and diagnosis of complex production process based on free energy of Gaussian–Bernoulli restricted Boltzmann machine
Qian-qian Dong, Qing-ting Qian, Min Li, Gang Xu
Extended-state-observer-based robust torsional vibration suppression for rolling mill main drive system with input saturation
Jia-qiang Chen, Shu-zong Chen, Chang-chun Hua, Cheng Jia, Cheng Qian
Data-driven flatness intelligent representation method of cold rolled strip
Yang-huan Xu, Dong-cheng Wang, Bo-wei Duan, Hong-min Liu
Roll gap prediction in acceleration and deceleration process of cold rolling based on a data-driven method
Yun-jian Hu, Jie Sun, Huai-tao Shi, Qing-long Wang, Jian-zhao Cao
Prediction of hot-rolled strip crown based on Boruta and extremely randomized trees algorithms
Li Wang, Song-lin He, Zhi-ting Zhao, Xian-du Zhang
Machine learning study on time–temperature–transformation diagram of carbon and low-alloy steel
Xiao-ya Huang, Biao Zhang, Qiang Tian, Hong-hui Wu, Bin Gan, Zhong-nan Bi, Wei-hua Xue, Asad Ullah, Hao Wang
An optimization of harmonic structure nickel-saving cryogenic steel via combinatorial high-throughput experiment
Xing-qi Jia, Feng-hua Lu, Kai Yang, Shi-long Liu, Chun Yu, Wei Li, Xue-jun Jin
Prior austenite grain boundary recognition in martensite microstructure based on deep learning
Xuan-dong Wang, Nan Li, Hang Su, Hui-min Meng