| 基于神经网络的内燃机排放预测方法的研究 |
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| 引用本文： | 周斌,谭达明,魏道远,志贺圣一,Machacon H T C. 基于神经网络的内燃机排放预测方法的研究[J]. 内燃机学报, 2001, 19(4): 361-364 |
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| 作者姓名： | 周斌 谭达明 魏道远 志贺圣一 Machacon H T C |
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| 作者单位： | 1. 西南交通大学 机械工程学院,
2. 日本群马大学 工学部, |
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| 基金项目： | 国家留学基金管理委员会资助项目 |
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| 摘 要： | 抛开数学建的模式,尝试把神经网络方法引入内燃机的排放性能预测。该方法的预测精度不依赖于研究对象的数学模型,不需要复杂的数学演算,方法简便,以进气成分变化对柴油机排放性能的影响为例进行了探索,经过试验验证,证明了该方法的可行性。
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| 关 键 词： | 神经网络 内燃机 排放 预测 |
| 文章编号： | 1000-0909(2001)04-0361-04 |
| 修稿时间： | 2000-08-28 |
Prediction of Emissions from Internal Combustion Engine Using a Neural Network |
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| ZHOU Bin,TAN Da-ming,WEI Dao-yuan,SHIGA Seiichi,MACHACON H T C. Prediction of Emissions from Internal Combustion Engine Using a Neural Network[J]. Transactions of Csice, 2001, 19(4): 361-364 |
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| Authors: | ZHOU Bin TAN Da-ming WEI Dao-yuan SHIGA Seiichi MACHACON H T C |
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| Affiliation: | ZHOU Bin1,TAN Da-ming1,WEI Dao-yuan1,SHIGA Seiichi2,MACHACON H T C 2 |
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| Abstract: | We show that a neural network predication method can be used in predicting engine behavior.Using date from a series of characteristic experiments,this method eliminates the need from complicated mathematical calculations used in predication models.To test this method exhaust emissions and engine performance date from intake gas composition variation experiments were taken and compared with the predicted date from this network.The method has been tested and found effective in predicting engine exhaust emissions and engine performance. |
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| Keywords: | Neural network Internal combustion engine Emission Prediction |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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