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BP网络在漏钢模式识别中的应用研究 被引量：4

Study on the Application of Breakout Pattern Recognition by BP Network
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摘要 介绍了连铸结晶器中常见的四种温度模式 ,设计了几种漏钢预报神经元网络模型 ,并进行了训练和测试 ,对 Four kinds of familiar temperature pattern in mold in continuous casting are introduced in this paper.Several breakout prediction neural network models are devised and tested.The application of breakout pattern recognition by BP network is studied.
作者 胡志刚 毕学工 陈崇峰 何环宇
机构地区 武汉科技大学材料与冶金学院
出处 《武汉科技大学学报》 CAS 2000年第2期121-124,共4页 Journal of Wuhan University of Science and Technology
关键词 BP网络 漏钢预报 模式识别 连续铸造 结晶器 BP network breakout prediction pattern recognition
分类号 TF777 [冶金工程—钢铁冶金] TG249.7 [金属学及工艺—铸造]
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参考文献4

  • 1邵德奇,王伟,孙维,高东.马钢第三炼钢厂板坯连铸机拉漏预报系统[J].冶金自动化,1998,22(6):10-12. 被引量：2
  • 2[2] Gongliang Luo，et al.A Neural-network-based Breakout Prediction System for Continuous Slab Casting[A]．CCC ’97[C]．1997．364～368.
  • 3[3] P Belloms，et al.Neural Network Utilization for Breakouts Monitoring[A]．Steelmaking Conference Proceedings[C]．1995．345～349.
  • 4[4] Johannes Schwedmann，Jurgen Wochnik．Instrumentation System, Automation Control and Quality Control for Products of the Continuous Casting Process[A],CCC ’97[C]．1997．356～363.

二级参考文献2

共引文献1

同被引文献19

  • 1Blazek K E.粘结漏钢和悬挂漏钢的研究[C]//第四届国际连铸会议文集(布鲁塞尔).中国金属学会连续铸钢学会编译,1988:215-227.
  • 2Emling W H, Dawson S. Mold instrumentation for breakout detection and control [ C ] // ISS Steelmaking Conf. Proc. Washington : Iron and Steel Society, 1991 : 197-217.
  • 3Blazek K E, Saucedo I G . Characterization of the formation, propagation, and recovery of sticker/hanger type breakouts[J]. ISIJ Int. ,1990, 30(6):435-443.
  • 4Itoyama S, Yamanaka H, Tanaka S, et al. Prediction and prevention system for sticking-type breakout in continuous casting[ C]// ISS Steelmaking Conf. Proc. Warrendale: Iron and Steel Society, 1988: 97-102.
  • 5Emling W H,Thiel R P, Baker H D, et al. Practices and statistical methods used to increase caster productivity and enhance steel quality for demanding customer applications [ C ]// 4^th International Conference on Continuous Casting. Brussels : Verlag Stahleisen, 1988 : 49-64.
  • 6Tsuneoka A, Ohashi W, Ishitobi S, et al. Measurement and control system of solidification in continuous casting mold[ C]//ISS Steelmaking Conf. Proc. Detroit: Iron and Steel Society, 1985 : 3-10.
  • 7兰若.避免拉漏系统-BASYS.钢铁,1999,34(11):76-77.
  • 8Itovama S,Yamanaka H,Tanaka S,Ynnde T,kuroki T.Prediction and Prevention System for Sticking Type Breakout in Continuous Casting[Z].In Steelmaking Conference Proceeding Toronoto:A Publication of the Iron and Steel Society 1988,97:54-58.
  • 9Bcllomo Metal.Ncoral Networks Utilization for Breakout Monitoring[Z].In:Stcehnaking Conference Proceeding.Nashville:A Publication of the Iron and Steel Society,1995.345-350.
  • 10Johannes Schwedmann, Jurgen Woclmik. Instrumentation system, automation control and quality control for products of the con- tinuous casting process[ C]//CCC' 97, 1997 : 356 - 363.

引证文献4

二级引证文献24

武汉科技大学学报
2000年 第2期

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