| 基于人工神经网络的钢铁冶炼终点预报模型 |
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| 引用本文： | 张慧书,战东平,姜周华,于艳忠,孙利国,邢国成,王玉辉.基于人工神经网络的钢铁冶炼终点预报模型[J].工业加热,2005,34(2):5-7,17. |
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| 作者姓名： | 张慧书 战东平 姜周华 于艳忠 孙利国 邢国成 王玉辉 |
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| 作者单位： | 东北大学,材料与冶金学院,辽宁,沈阳,110004;鞍山钢铁集团公司,第二炼钢厂,辽宁,鞍山,114001;抚顺特殊钢有限公司,第一炼钢厂,辽宁,抚顺,113001 |
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| 摘 要： | 全面地综述了人工神经网络在“烧结-炼铁-炼钢(铁水预处理、转炉、电炉)-炉外精炼(LF精炼、RH精炼)”整个钢铁冶炼工艺过程的各生产环节中的终点成分和温度预报方面的开发应用工作。还简单讨论了人工神经网络与回归模型和专家系统的特性。人工神经网络技术在冶金过程终点预报应用方面具有广阔的应用前景。
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| 关 键 词： | 钢铁冶金 人工神经网络 成分 温度 终点预报 |
| 文章编号： | 1002-1639(2005)02-0005-03 |
End-point Prediction Model Based on Artificial Neural Network for Ferrous Metallurgy |
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| ZHANG Hui-shu,ZHAN Dong-ping,JIANG Zhou-hua,YU Yan-zhong,SUN Li-guo,XING Guo-cheng,WANG Yu-hui.End-point Prediction Model Based on Artificial Neural Network for Ferrous Metallurgy[J].Industrial Heating,2005,34(2):5-7,17. |
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| Authors: | ZHANG Hui-shu ZHAN Dong-ping JIANG Zhou-hua YU Yan-zhong SUN Li-guo XING Guo-cheng WANG Yu-hui |
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| Affiliation: | ZHANG Hui-shu1,ZHAN Dong-ping1,JIANG Zhou-hua1,YU Yan-zhong2,SUN Li-guo3,XING Guo-cheng3,WANG Yu-hui3 |
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| Abstract: | Application of artificial neuralnetwork inend-point composition and temperature prediction for the whole ferrous metallurgy process include sintering, ironmaking, steelmaking (hot metal pretreatment, converter, electric arc furnace), secondary refining (Ladle furnace refining and RH refining) are summarized. The features of artificial neural network, regression model and expert system are discussed simply. There is the better application prospect for the application of artificial neural network in end-point prediction for the whole ferrous metallurgy process. |
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| Keywords: | ferrous metallurgy artificial neural network composition temperature end-point prediction |
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