Prediction model of end-point phosphorus content in BOF steelmaking process based on PCA and BP neural network

作者: Fei He , Lingying Zhang

DOI: 10.1016/J.JPROCONT.2018.03.005

关键词:

摘要: … In this study, a large amount of actual production from the 260-ton converter in the H steel plant … end-point phosphorus content is affected by analysis equipment and human operation, …

参考文章(16)
Howard B. Demuth, Martin T. Hagan, Mark Beale, Neural network design ,(1995)
Fei He, Dong-feng He, An-jun Xu, Hong-bing Wang, Ni-yuan Tian, Hybrid Model of Molten Steel Temperature Prediction Based on Ladle Heat Status and Artificial Neural Network Journal of Iron and Steel Research International. ,vol. 21, pp. 181- 190 ,(2014) , 10.1016/S1006-706X(14)60028-5
Shinji Tomiyama, Yuichi Uchida, Hiroshi Mizuno, Kengo Akiu, Takahiko Maeda, A novel control algorithm for dephosphorization in an LD converter Journal of Process Control. ,vol. 25, pp. 35- 40 ,(2015) , 10.1016/J.JPROCONT.2014.11.002
Junghui Chen, Chien-Mao Liao, Dynamic process fault monitoring based on neural network and PCA Journal of Process Control. ,vol. 12, pp. 277- 289 ,(2002) , 10.1016/S0959-1524(01)00027-0
Hong-bing Wang, An-jun Xu, Li-xiang Ai, Nai-yuan Tian, Prediction of Endpoint Phosphorus Content of Molten Steel in BOF Using Weighted K-Means and GMDH Neural Network Journal of Iron and Steel Research International. ,vol. 19, pp. 11- 16 ,(2012) , 10.1016/S1006-706X(12)60040-5
Zhou Wang, Jian Chang, Qi-Ping Ju, Fei-Ming Xie, Bin Wang, Hong-Wei Li, Bao Wang, Xin-Chun Lu, Guo-Qing Fu, Qing Liu, None, Prediction Model of End-point Manganese Content for BOF Steelmaking Process Isij International. ,vol. 52, pp. 1585- 1590 ,(2012) , 10.2355/ISIJINTERNATIONAL.52.1585
Zhou Wang, Feiming Xie, Bin Wang, Qing Liu, Xinchun Lu, Lining Hu, Fei Cai, None, The Control and Prediction of End-Point Phosphorus Content during BOF Steelmaking Process steel research international. ,vol. 85, pp. 599- 606 ,(2014) , 10.1002/SRIN.201300194
Hervé Abdi, Lynne J. Williams, Principal component analysis Wiley Interdisciplinary Reviews: Computational Statistics. ,vol. 2, pp. 433- 459 ,(2010) , 10.1002/WICS.101
Alexandre Furtado Ferreira, Leonardo de-Olivé Ferreira, Zilmar Alcântara, PREDICTIONS AT THE BLOW END OF THE LD-KGC CONVERTER BY A SEMI-DYNAMIC CONTROL MODEL ,(2014)