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| 基于IMRAN的电站锅炉效率与NO_x排放模型 | |
| 引用本文： | 许昌,吕剑虹,郑源.基于IMRAN的电站锅炉效率与NO_x排放模型[J].锅炉技术,2009,40(3). |
| 作者姓名： | 许昌 吕剑虹 郑源 |
| 作者单位： | 1. 河海大学,江苏,南京,210098;东南大学,江苏,南京,210096 2. 河海大学,江苏,南京,210098 3. 东南大学,江苏,南京,210096 |
| 基金项目： | 教育部高等学校博士学科点专项科研基金，河海大学科技创新基金 |
| 摘 要： | 电站锅炉高效低NOx燃烧优化技术越来越受到人们的重视,而锅炉燃烧效率和NOx排放模型是高效低NOx燃烧优化的基础.从提高网络的泛化能力着手,对最小资源分配网络算法的隐节点删减策略进行改进,加入惩罚策略和合并策略,并把改进的MRAN算法应用到对电站锅炉NOx排放与效率的实时建模上.仿真结果表明,改进的MRAN算法除了具有一般MRAN算法的优点外,还具有比MRAN网络更加紧凑的结构.提出的网络算法具有多输出结构,可同时预测NOx排放与效率,适于用在电站锅炉的NOx排放与效率的燃烧实时整体优化中. |
| 关 键 词： | 最小资源分配网络 氮氧化物 锅炉效率 |
An Efficiency and NOx Emissions Model for Power Station Boilers on Improved Minimal Resource Allocating Networks |
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| XU Chang,LU Jian-hong,ZHEN Yuan.An Efficiency and NOx Emissions Model for Power Station Boilers on Improved Minimal Resource Allocating Networks[J].Boiler Technology,2009,40(3). | |
| Authors: | XU Chang LU Jian-hong ZHEN Yuan |
| Affiliation: | XU Chang1,2,LU Jian-hong1,ZHEN Yuan21.Hoai University,Nanjing 210098,China,2.Southeast University,Nanjing 210096 |
| Abstract: | There have been considerable attractions to high efficiency and low NOx emissions combustion optimizing technology for power station boilers these years.High efficiency and low NOx emissions combustion optimization is based on boilers combustion efficiency and NOx emissions model.From the point of improving the generation capabilities,this paper improves the hidden nodes reducing strategies of MRAN by adding punishing and incorporating strategies,applies the improved algorithm to model NOx emissions and eff... |
| Keywords: | Minimal Resource Allocating Networks(MRAN) NOx boiler efficiency |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |
