期刊文献+

应用CBR技术对热风炉送风温度的预测 被引量:6

Use the Technology of CBR to Predict the Temperature of the Hot Blast Stove
下载PDF
导出
摘要 热风炉是高炉系统中非常重要的设备之一。如何保证热风炉产生持续高温是热风炉控制的目的。因此,如何进行烧炉操作和何时换炉是热风炉控制的关键。本文首次利用CBR技术对处于即将送风的热风炉进行送风温度预测,结果表明,该方法准确有效,实用性强,对处于燃烧期的热风炉具有很重要的指导意义。 The hot blast stove is very important to the blast furnace. The objective is how to improve and maintain the flow-rate and temperature of the blast air to ensure efficient furnace operation. The controls of the hot blast stoves mainly conclude on-gas control and auto-changeover. We use the method of CBR to predict the hot blast temperature. The results show, the method is valid and practical, and it has important interest of guidance to the on-gas hot blast stove.
出处 《微计算机信息》 北大核心 2005年第06S期49-51,共3页 Control & Automation
基金 国家自然科学基金项目资助:基于人工生命的智能控制系统(60374032)
关键词 基于实例的推理(CBR) k-最近邻算法(KNN) 预测热风炉 CBR(Case-based reasoning) K-nearest neighbor Predict Hot blast stove
  • 相关文献

参考文献2

  • 1Kenneth R.Muske, James W.Howse, Glen A. Hansen, Dominic J.Cagliostro. "Advanced Control of Operation in the Blast Furnace Project",LANL Technical Report: LA-UR-99-5051.
  • 2郭艳红,邓贵仕.基于事例的推理(CBR)研究综述[J].计算机工程与应用,2004,40(21):1-5. 被引量:75

二级参考文献27

  • 1Ko lodner J L.Improving human decision making the rough cased2-based reasoning techniques[J].AIM agazine, 1991; 12 (3): 52259
  • 2Hinrichs T R,Kolodner J.The roles of adaptation in case-based design[C].In:Proceedings of Case-based Reasoning Workshop,Washington, 1991:121~132
  • 3Watoson I.Case-based reasoning is a methodology not a technology[J]. Knowledge-based System, 1999; 12(5,6) :303~308
  • 4Aamodt A,Plaza E.Case-based reasoning:foundational issues,methodological variations and system approaches[J].AI Communications,7(1):39~59
  • 5Ramon Lopez de Mantaras.Case-based Reasoning[M].Springer-Verlag Heidelberg, 2001
  • 6Abdus Salam Khan,Achim Hoffmann. Acquiring Adaptation Knowledge for CBR with MIKAS[M].Springer-Verlag Heidelberg,2001
  • 7Jiawei Han,Miccheline Kamber. Data Mining:Concepts and Techniques[M].Washington Morgan Kaufmann,2001:209~210
  • 8Rissland E L,Ashley K D.Credit assignment and the problem of competing factors in case-based reasoning[C].In :Kolodner ed. Case-Based Reasoning,Proceedings from a Workshop, Clearwater Beach ,Florida,Morgan-Kauffman Publ, 1988
  • 9Cain T,Pazzani M J,Silverstein G.Using domain knowledge to influence similarity judgment[C].In:Proceedings of Case-based Reasoning Workshop,Washington Morgan Kaufmann, 1991:191~202
  • 10Stanfill C. Memory-based reasoning applied to English pronunciation[C].In:Proceedings AAAI-87 ,Seattle, 1987:577~581

共引文献74

同被引文献53

引证文献6

二级引证文献18

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部