| 灰色关联度在柴油机故障诊断中的应用与改进 |
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| 引用本文： | 苟军,熊静琪.灰色关联度在柴油机故障诊断中的应用与改进[J].车用发动机,2007(1):72-75. |
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| 作者姓名： | 苟军 熊静琪 |
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| 作者单位： | 电子科技大学机电工程学院,四川,成都,610054 |
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| 摘 要： | 提出了一种专家系统辅以极限报警的诊断策略,分析了一个故障诊断系统的软硬件结构。采用了灰色关联度算法,并对该算法作了两点改进,引入“参数变化范围”以消除各参数变化幅度不一以及量纲的影响;根据试验验证结果提出了“权重”这一重要概念,以克服该算法忽视柴油机工作机理的缺点,计算结果表明,引入“权重”后,故障诊断准确性明显提高。
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| 关 键 词： | 柴油机 故障诊断 专家系统 灰色关联度 参数变化范围 权重 |
| 文章编号： | 1001-2222(2007)01-0072-04 |
| 修稿时间： | 2006-03-29 |
Application and Improvement of Grey Relevant in the Fault Diagnosis for Diesel Engine |
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| GOU Jun,XIONG Jing-qi.Application and Improvement of Grey Relevant in the Fault Diagnosis for Diesel Engine[J].Vehicle Engine,2007(1):72-75. |
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| Authors: | GOU Jun XIONG Jing-qi |
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| Institution: | School of Meeha Tronies Engineering of UESTC, Chengdu 610054, China |
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| Abstract: | Introduces a diagnosis strategy using the expert system assisted by the limit alarm,analyzes the hardware and software construction of a fault diagnosis system.Grey relevant possesses advantages such as quickness,high accuracy and easy to realize.Two improvements are mentioned: Introduce the conception of "parameter's range" to eliminate the influence of the range difference between parameters and dimensions;According to the result of proving process by experiment,introduce the important conception "weight" to take diesel engine mechanism into account ignored by the grey relevant,and the calculating result also presents apparent improvement in accuracy after using it. |
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| Keywords: | diesel engine fault diagnosis expert system grey relevant parameter's range weight |
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