Fault location in CNC system software based on the architecture expansion
There are currently no appropriate methods to find CNC system software defects and eliminate hidden dangers. In order to improve CNC system reliability, the architecture expansion-based fault location method in CNC system software was proposed in this paper. The failure of CNC system software was 61...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek
2017-01-01
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| Series: | Tehnički Vjesnik |
| Subjects: | |
| Online Access: | https://hrcak.srce.hr/file/265234 |
| _version_ | 1797207905680752640 |
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| author | Yan Gu Yiqiang Wang Jieqiong Lin Xiuhua Yuan |
| author_facet | Yan Gu Yiqiang Wang Jieqiong Lin Xiuhua Yuan |
| author_sort | Yan Gu |
| collection | DOAJ |
| description | There are currently no appropriate methods to find CNC system software defects and eliminate hidden dangers. In order to improve CNC system reliability, the architecture expansion-based fault location method in CNC system software was proposed in this paper. The failure of CNC system software was 619 analysed, the expansion method of CNC system software architecture was proposed and the expansion component was established. The software data morphology information and running path were monitored and recorded, the failure pathway was obtained and a similar path set algorithm was adopted to generate the similar pathway set of the fault path. A least squares SVM-based suspicion model was established to determine the fault statement, eliminate faults and position the software fault in the level of the CNC system structure. Fault location experimentation was conducted in the multi-axis movement control card PCI-7344. The experiment’s result shows that the method proposed avoided the repeated testing and debugging by programmers. Without being limited by artificial factors and levels, it is a reliable method of CNC system software fault location. |
| first_indexed | 2024-04-24T09:30:20Z |
| format | Article |
| id | doaj.art-ce389c9a068b425e9df1eeb50118839b |
| institution | Directory Open Access Journal |
| issn | 1330-3651 1848-6339 |
| language | English |
| last_indexed | 2024-04-24T09:30:20Z |
| publishDate | 2017-01-01 |
| publisher | Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek |
| record_format | Article |
| series | Tehnički Vjesnik |
| spelling | doaj.art-ce389c9a068b425e9df1eeb50118839b2024-04-15T14:09:58ZengFaculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in OsijekTehnički Vjesnik1330-36511848-63392017-01-0124261962510.17559/TV-20160704190047Fault location in CNC system software based on the architecture expansionYan Gu0Yiqiang Wang1Jieqiong Lin2Xiuhua Yuan3School of Electro-mechanical Engineering, Changchun University of Technology, Changchun, 130012, Jilin, ChinaNingbo Institute of Technology, Zhejiang University, Ningbo, Zhejiang 315000, ChinaSchool of Electro-mechanical Engineering, Changchun University of Technology, Changchun, 130012, Jilin, ChinaSchool of Mechanical and Automotive Engineering, Liaocheng University, Liaocheng, Shandong, 252000, ChinaThere are currently no appropriate methods to find CNC system software defects and eliminate hidden dangers. In order to improve CNC system reliability, the architecture expansion-based fault location method in CNC system software was proposed in this paper. The failure of CNC system software was 619 analysed, the expansion method of CNC system software architecture was proposed and the expansion component was established. The software data morphology information and running path were monitored and recorded, the failure pathway was obtained and a similar path set algorithm was adopted to generate the similar pathway set of the fault path. A least squares SVM-based suspicion model was established to determine the fault statement, eliminate faults and position the software fault in the level of the CNC system structure. Fault location experimentation was conducted in the multi-axis movement control card PCI-7344. The experiment’s result shows that the method proposed avoided the repeated testing and debugging by programmers. Without being limited by artificial factors and levels, it is a reliable method of CNC system software fault location.https://hrcak.srce.hr/file/265234architecture expansionCNC systemLeast Square Support Vector Machine (LS-SVM)similar path setsoftware fault location |
| spellingShingle | Yan Gu Yiqiang Wang Jieqiong Lin Xiuhua Yuan Fault location in CNC system software based on the architecture expansion Tehnički Vjesnik architecture expansion CNC system Least Square Support Vector Machine (LS-SVM) similar path set software fault location |
| title | Fault location in CNC system software based on the architecture expansion |
| title_full | Fault location in CNC system software based on the architecture expansion |
| title_fullStr | Fault location in CNC system software based on the architecture expansion |
| title_full_unstemmed | Fault location in CNC system software based on the architecture expansion |
| title_short | Fault location in CNC system software based on the architecture expansion |
| title_sort | fault location in cnc system software based on the architecture expansion |
| topic | architecture expansion CNC system Least Square Support Vector Machine (LS-SVM) similar path set software fault location |
| url | https://hrcak.srce.hr/file/265234 |
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