| 智能传感器自诊断中AANN参数正交试验优选法 |
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| 引用本文： | 陈耿新,林若波.智能传感器自诊断中AANN参数正交试验优选法[J].云南民族大学学报(自然科学版),2014(4):277-280. |
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| 作者姓名： | 陈耿新 林若波 |
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| 作者单位： | 揭阳职业技术学院信息工程系 |
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| 基金项目： | 揭阳高新技术产业开发区科技企业孵化器发展专项资金 |
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| 摘 要： | 针对智能传感器故障诊断中自联想神经网络AANN参数优选问题,提出AANN参数正交试验优选方法,该方法通过建立智能传感器自诊断模型及其AANN模型,选择正交试验因素与水平、指标,进行AANN训练与试验,得到AANN的最优参数.
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| 关 键 词： | 智能传感器 故障诊断 AANN 正交试验 参数优选 |
AANN parametric optimization based on the orthogonal experiment for the fault diagnosis of intelligent sensors |
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| CHEN Geng-xin;LIN Ruo-bo.AANN parametric optimization based on the orthogonal experiment for the fault diagnosis of intelligent sensors[J].Journal of Yunnan Nationalities University:Natural Sciences Edition,2014(4):277-280. |
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| Authors: | CHEN Geng-xin;LIN Ruo-bo |
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| Institution: | CHEN Geng-xin;LIN Ruo-bo;Department of Information Engineering,Jieyang Vocational and Technical College; |
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| Abstract: | Contraposing the fault diagnosis of intelligent sensors in the Auto- Associative Neural Network( AANN)parametric optimization,this paper presents an AANN parametric optimization method based on the orthogonal experiment. The fault diagnosis model of the intelligent sensors and its AANN model are built. Then,the orthogonal experiment factors and levels are selected. The AANN optimal parameters are obtained by means of AANN training and experiment. |
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| Keywords: | intelligent sensors fault diagnosis AANN orthogonal experiment parametric optimization |
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