
基本信息:
- 专利标题: 一种电力变压器故障诊断方法
- 专利标题(英):Power transformer fault diagnosis method
- 申请号:CN201610357332.4 申请日:2016-05-26
- 公开(公告)号:CN106093612A 公开(公告)日:2016-11-09
- 发明人: 吴益明 , 杨成顺 , 李建生 , 陆云才 , 吴鹏 , 蔚超 , 廖才波 , 王胜权
- 申请人: 国网江苏省电力公司电力科学研究院 , 国家电网公司 , 南京工程学院
- 申请人地址: 江苏省南京市江宁区帕威尔路1号
- 专利权人: 国网江苏省电力公司电力科学研究院,国家电网公司,南京工程学院
- 当前专利权人: 国网江苏省电力公司电力科学研究院,国家电网公司,南京工程学院
- 当前专利权人地址: 江苏省南京市江宁区帕威尔路1号
- 代理机构: 南京纵横知识产权代理有限公司
- 代理人: 董建林; 闫方圆
- 主分类号: G01R31/00
- IPC分类号: G01R31/00
The invention discloses a power transformer fault diagnosis method. The power transformer fault diagnosis method comprises the following steps of determining N fault types of a transformer, and determining corresponding fault characteristic quantities for diagnosing the N fault types; taking the fault characteristic quantities corresponding to the N fault types as a testing sample, and performing normalizing processing of testing sample data; combining any two of the N fault types, establishing X (described in the specification) SVM ( Support Vector Machine) secondary classifiers, and training the X SVM secondary classifiers, and optimizing a SVM kernel function using a method based on combination of K-fold cross validation and an artificial bee colony algorithm; calculating generalization errors of each SVM classifier according to the K-fold cross validation method; and diagnosing the N fault types using an improved reordering adaptive directed acyclic graph support vector machine method. The invention has a capability of well diagnosing the fault type of a transformer, can greatly improve the accuracy of transformer fault diagnosis, and provides a reliable basis for transformer maintenance.
公开/授权文献:
- CN106093612B 一种电力变压器故障诊断方法 公开/授权日:2019-03-19
IPC结构图谱:
G | 物理 |
--G01 | 测量;测试 |
----G01R | 测量电变量;测量磁变量(通过转换成电变量对任何种类的物理变量进行测量参见G01类名下的 |
------G01R31/00 | 电性能的测试装置;电故障的探测装置;以所进行的测试在其他位置未提供为特征的电测试装置 |