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科技导报
| 研究论文 2012, 30(23): 56-60
基于相异性表示的民机液压系统健康评估
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侯晓云1 , 张天刚2
作者信息
1. 中国民航大学机场学院,天津 300300;2. 中国民航大学航空自动化学院,天津 300300
Health Assessment of Civil Aircraft Hydraulic System Based on Dissimilarity Representation
Affiliations
出版时间: 2012-08-18
doi: 10.3981/j.issn.1000-7857.2012.23.008
文章导航
为了实现对民航飞机液压系统的健康评估,基于相异性表示的方法,利用单类线性规划分类器模型进行健康评估,确定了影响模型评估准确率的参数,定义了健康指数,得到总体测试样本以及非正常样本的评估结果,且与支持向量机超球模型的评估结果进行比较。结果表明,在已选择相应参数的情况下,采用基于相异性表示的单类线性规划分类器模型可以对民机液压系统进行健康评估。
民机液压系统
/
相异性表示
/
单类线性规划分类器
/
健康评估
This paper carries out the health assessment of the civil aircraft hydraulic system. Based on the dissimilarity representation, one-class LP classifier is taken for the health assessment, to determine the parameters affecting the accuracy of the model assessment, to define the health index, to make the assessment of the overall test samples and non-normal samples, and to compare the results with the support vector machine hyper-sphere model. The evaluation results show that in the case of the selected appropriate parameters, one-class LP classifier based on the dissimilarity classifier model can assess the health of the civil aircraft hydraulic system, and performs better than the support vector machine hyper-sphere model.
civil aircraft hydraulic system
/
dissimilarity representation
/
one-class LP classifier
/
health assessment
侯晓云;张天刚.
基于相异性表示的民机液压系统健康评估.
科技导报,
2012
, 30
(23)
: 56
-60
.
DOI: 10.3981/j.issn.1000-7857.2012.23.008
HOU Xiaoyun;ZHANG Tiangang.
Health Assessment of Civil Aircraft Hydraulic System Based on Dissimilarity Representation[J].
Science & Technology Review ,
2012
, 30
(23)
: 56
-60
.
DOI: 10.3981/j.issn.1000-7857.2012.23.008
2012年第30卷第23期
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文章信息
doi: 10.3981/j.issn.1000-7857.2012.23.008
接收时间:2012-05-28
首发时间:2012-08-18
出版时间:2012-08-18
收稿日期:2012-05-28
修回日期:2012-07-09
https://castjournals.cast.org.cn/joweb/kjdb/CN/10.3981/j.issn.1000-7857.2012.23.008
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2种不同金属材料的力学参数
科 Family 属数 Number of genus 种数 Number of species 占总种数比例 Percentage of total species (%) 属 Genus 种数 Number of species 占总种数比例 Percentage of total species (%) 鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78 小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39 多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39 红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87 小菇属 Mycena 11 5.26 光柄菇属 Pluteus 5 2.39 红菇属 Russula 17 8.13 栓菌属 Trametes 5 2.39
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