| 基于模型迁移方法的回转窑煅烧带温度软测量 |
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| 引用本文： | 张立,高宪文,王介生,赵娟平.基于模型迁移方法的回转窑煅烧带温度软测量[J].东北大学学报(自然科学版),2011,32(2):175-178. |
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| 作者姓名： | 张立 高宪文 王介生 赵娟平 |
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| 作者单位： | 东北大学,信息科学与工程学院,辽宁,沈阳,110819 |
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| 基金项目： | 国家自然科学基金资助项目 |
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| 摘 要： | 回转窑的煅烧带温度是其控制过程中一个非常重要的参数,但煅烧带温度难以直接获取并且缺少大量的实测数据进行软测量.为了在数据较少的情况下获得准确的软测量模型,并考虑到窑头温度与煅烧温度的相似性,引入了基于过程相似性进行模型迁移的方法(PMBPS),首先采用混沌混合学习算法训练T-S模糊神经网络,对具有大量准确测量值的窑头温...
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| 关 键 词： | 回转窑 煅烧带温度 软测量 T-S模糊神经网络 模型迁移 |
Soft-Sensing for Calcining Zone Temperature in Rotary Kiln Based on Model Migration |
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| ZHANG Li,GAO Xian-wen,WANG Jie-sheng,ZHAO Juan-ping.Soft-Sensing for Calcining Zone Temperature in Rotary Kiln Based on Model Migration[J].Journal of Northeastern University(Natural Science),2011,32(2):175-178. |
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| Authors: | ZHANG Li GAO Xian-wen WANG Jie-sheng ZHAO Juan-ping |
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| Institution: | ZHANG Li,GAO Xian-wen,WANG Jie-sheng,ZHAO Juan-ping(School of Information Science & Engineering,Northeastern University,Shenyang 110819,China.) |
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| Abstract: | The calcining zone temperature in a rotary kiln is a very important process parameter to control the kiln,but the temperature is so difficult to be measured directly and no sufficient measured data are available to soft-sensing.For the purpose of obtaining the accurate soft-sensing model in case the data are less with the temperature similarity between kiln head and calcining zone taken into consideration,the process modeling based on process similarity(PMBPS) is introduced,i.e.,the rotary kiln head tempera... |
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| Keywords: | rotary kiln calcining zone temperature soft-sensing T-S FNN model migration |
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