![一种模拟电路故障模式分类方法](/CN/2015/1/96/images/201510482928.jpg)
基本信息:
- 专利标题: 一种模拟电路故障模式分类方法
- 专利标题(英):Analog circuit fault mode classification method
- 申请号:CN201510482928.2 申请日:2015-08-07
- 公开(公告)号:CN105046279A 公开(公告)日:2015-11-11
- 发明人: 袁莉芬 , 罗帅 , 何怡刚 , 陈鹏 , 张朝龙 , 龙英 , 程珍 , 袁志杰 , 赵德勤
- 申请人: 合肥工业大学
- 申请人地址: 安徽省合肥市屯溪路193号合肥工业大学电气与自动化工程学院
- 专利权人: 合肥工业大学
- 当前专利权人: 合肥工业大学
- 当前专利权人地址: 安徽省合肥市屯溪路193号合肥工业大学电气与自动化工程学院
- 代理机构: 长沙星耀专利事务所
- 代理人: 黄美玲; 宁星耀
- 主分类号: G06K9/62
- IPC分类号: G06K9/62
The present invention discloses an analog circuit fault mode classification method comprising the following implementation steps: (1) acquiring M groups of voltage signal sample vectors as shown in the specification of each fault mode as shown in the specification of an analog circuit by using a data acquisition board; (2) sequentially extracting fault feature vectors as shown in the specification of the voltage signal sample vectors as shown in the specification by using subspace projection; (3) performing standardized treatment on the extracted fault feature vectors as shown in the specification to obtain standardized fault feature vectors as shown in the specification; (4) constructing a supporting vector machine based fault mode classifier, inputting the standardized fault feature vectors as shown in the specification, performing learning and training on the classifier, and determining structure parameters of the classifier; and (5) finishing determination of fault modes according to fault mode determination rules. The fault mode classifier is simple in learning and training and reliable in mode classification accuracy.
公开/授权文献:
- CN105046279B 一种模拟电路故障模式分类方法 公开/授权日:2018-05-15
IPC结构图谱:
G | 物理 |
--G06 | 计算;推算;计数 |
----G06K | 数据识别;数据表示;记录载体;记录载体的处理 |
------G06K9/00 | 用于阅读或识别印刷或书写字符或者用于识别图形,例如,指纹的方法或装置 |
--------G06K9/62 | .应用电子设备进行识别的方法或装置 |