Research of the Fault Diagnosis Method of Automatic Transmission
A new method based on logic mathematical fault analysis and support vector machine is provided for fault diagnosis of hydraulic and mechanical fault of automatic transmission（ AT）. The logic mathematical model of AT is established. Then,the logical relationship between fault and fault phenomena is a...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Transmission
2016-01-01
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| Series: | Jixie chuandong |
| Subjects: | |
| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.03.031 |
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| author | Zhang Xiaodong Hu Ning Bian Xianzhang |
| author_facet | Zhang Xiaodong Hu Ning Bian Xianzhang |
| author_sort | Zhang Xiaodong |
| collection | DOAJ |
| description | A new method based on logic mathematical fault analysis and support vector machine is provided for fault diagnosis of hydraulic and mechanical fault of automatic transmission（ AT）. The logic mathematical model of AT is established. Then,the logical relationship between fault and fault phenomena is analyzed. The fault simulation analysis is carried out based on AMESim,and the fault sample is provided,a fault identification based on support vector machine is carried out. The reference for developing the intelligent diagnosis system on fault diagnosis of automatic transmission is provided by this method. |
| format | Article |
| id | doaj-art-5ac7f0f78ba14b17b445a59b61b666c3 |
| institution | Kabale University |
| issn | 1004-2539 |
| language | zho |
| publishDate | 2016-01-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj-art-5ac7f0f78ba14b17b445a59b61b666c32025-01-10T14:18:39ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392016-01-014013413729922938Research of the Fault Diagnosis Method of Automatic TransmissionZhang XiaodongHu NingBian XianzhangA new method based on logic mathematical fault analysis and support vector machine is provided for fault diagnosis of hydraulic and mechanical fault of automatic transmission（ AT）. The logic mathematical model of AT is established. Then,the logical relationship between fault and fault phenomena is analyzed. The fault simulation analysis is carried out based on AMESim,and the fault sample is provided,a fault identification based on support vector machine is carried out. The reference for developing the intelligent diagnosis system on fault diagnosis of automatic transmission is provided by this method.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.03.031Automatic transmissionFault analysisFault diagnosisSupport vector machine |
| spellingShingle | Zhang Xiaodong Hu Ning Bian Xianzhang Research of the Fault Diagnosis Method of Automatic Transmission Jixie chuandong Automatic transmission Fault analysis Fault diagnosis Support vector machine |
| title | Research of the Fault Diagnosis Method of Automatic Transmission |
| title_full | Research of the Fault Diagnosis Method of Automatic Transmission |
| title_fullStr | Research of the Fault Diagnosis Method of Automatic Transmission |
| title_full_unstemmed | Research of the Fault Diagnosis Method of Automatic Transmission |
| title_short | Research of the Fault Diagnosis Method of Automatic Transmission |
| title_sort | research of the fault diagnosis method of automatic transmission |
| topic | Automatic transmission Fault analysis Fault diagnosis Support vector machine |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.03.031 |
| work_keys_str_mv | AT zhangxiaodong researchofthefaultdiagnosismethodofautomatictransmission AT huning researchofthefaultdiagnosismethodofautomatictransmission AT bianxianzhang researchofthefaultdiagnosismethodofautomatictransmission |