Modeling of BOF steelmaking based on the data-driven approach

CORC > 沈阳自动化研究所 > 中国科学院沈阳自动化研究所 > 工业控制网络与系统研究室

	Modeling of BOF steelmaking based on the data-driven approach
	Li JN(李金娜); Li Y(李元); Liu, Fang; Bie, ShengPing; Tang, ChengChi; Zhang XL(张晓玲)
	2013
会议名称	2nd International Conference on Nanotechnology Technology and Advanced Materials, ICNTAM 2013
会议日期	August 4-5, 2013
会议地点	Los Angeles, CA, United states
关键词	Basic oxygen converters Linear regression Nanotechnology Particle swarm optimization (PSO) Surface analysis
页码	92-97
中文摘要	This paper is concerned with the modeling of both endpoint temperature and carbon content for BOF steelmaking. First, a linear regression predictive model is constructed based on the linear regression analysis method. Next, the response surface analysis method is used to construct a nonlinear predictive model. The significant contribution of this paper is that response surface analysis is proposed for constructing the predictive model of BOF steelmaking. Finally, experiment simulation results show the effectiveness and advantages of the proposed methods. © (2013) Trans Tech Publications, Switzerland.
收录类别	EI
产权排序	4
会议录	Advanced Materials Research
会议录出版者	Trans Tech Publications Ltd,
会议录出版地	Zurich-Durnten, Switzerland
语种	英语
ISSN号	1022-6680
ISBN号	978-3-03785-875-2
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/13876]
专题	沈阳自动化研究所_工业控制网络与系统研究室
推荐引用方式 GB/T 7714	Li JN,Li Y,Liu, Fang,et al. Modeling of BOF steelmaking based on the data-driven approach[C]. 见:2nd International Conference on Nanotechnology Technology and Advanced Materials, ICNTAM 2013. Los Angeles, CA, United states. August 4-5, 2013.