FATIGUE LIFE ANALYSIS OF CYLINDRICAL HELICAL COMPRESSION SPRING BASED ON WEIBULL DISTRIBUTION
In order to study the processing method of spring fatigue data,a cylindrical helical compression spring with high service stress was designed and fatigue test was carried out. A new process of spring fatigue data processing is proposed. We developed a Weibull distribution parameter determination pro...
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Strength
2020-01-01
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| Series: | Jixie qiangdu |
| Subjects: | |
| Online Access: | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2020.01.013 |
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| author | FU Tao WANG DeCheng CHENG Peng |
| author_facet | FU Tao WANG DeCheng CHENG Peng |
| author_sort | FU Tao |
| collection | DOAJ |
| description | In order to study the processing method of spring fatigue data,a cylindrical helical compression spring with high service stress was designed and fatigue test was carried out. A new process of spring fatigue data processing is proposed. We developed a Weibull distribution parameter determination program with visual interface using C # and MATLAB mixed programming method based on the traditional Weibull reliability analysis and the graph estimation method based SVM. Using the developed software program analysis of Weibull reliability with different sample sizes spring fatigue data. The methods of graph estimation based SVM and traditional Weibull distribution parameters are compared. The results show that the graph estimation method based SVM has better fitting precision in the case of large sample or small sample. Therefore,the method of graph estimation based on SVM can be used as a method of reliability analysis of Weibull fatigue life of cylindrical helical compression springs. At the same time verify the validity and accuracy of the developed program. |
| format | Article |
| id | doaj-art-a0d44c3d603c4978a6048234d943d9c9 |
| institution | Kabale University |
| issn | 1001-9669 |
| language | zho |
| publishDate | 2020-01-01 |
| publisher | Editorial Office of Journal of Mechanical Strength |
| record_format | Article |
| series | Jixie qiangdu |
| spelling | doaj-art-a0d44c3d603c4978a6048234d943d9c92025-01-15T02:28:28ZzhoEditorial Office of Journal of Mechanical StrengthJixie qiangdu1001-96692020-01-0142818630606813FATIGUE LIFE ANALYSIS OF CYLINDRICAL HELICAL COMPRESSION SPRING BASED ON WEIBULL DISTRIBUTIONFU TaoWANG DeChengCHENG PengIn order to study the processing method of spring fatigue data,a cylindrical helical compression spring with high service stress was designed and fatigue test was carried out. A new process of spring fatigue data processing is proposed. We developed a Weibull distribution parameter determination program with visual interface using C # and MATLAB mixed programming method based on the traditional Weibull reliability analysis and the graph estimation method based SVM. Using the developed software program analysis of Weibull reliability with different sample sizes spring fatigue data. The methods of graph estimation based SVM and traditional Weibull distribution parameters are compared. The results show that the graph estimation method based SVM has better fitting precision in the case of large sample or small sample. Therefore,the method of graph estimation based on SVM can be used as a method of reliability analysis of Weibull fatigue life of cylindrical helical compression springs. At the same time verify the validity and accuracy of the developed program.http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2020.01.013Weibull analysisSpring fatigueSVMVisual interface |
| spellingShingle | FU Tao WANG DeCheng CHENG Peng FATIGUE LIFE ANALYSIS OF CYLINDRICAL HELICAL COMPRESSION SPRING BASED ON WEIBULL DISTRIBUTION Jixie qiangdu Weibull analysis Spring fatigue SVM Visual interface |
| title | FATIGUE LIFE ANALYSIS OF CYLINDRICAL HELICAL COMPRESSION SPRING BASED ON WEIBULL DISTRIBUTION |
| title_full | FATIGUE LIFE ANALYSIS OF CYLINDRICAL HELICAL COMPRESSION SPRING BASED ON WEIBULL DISTRIBUTION |
| title_fullStr | FATIGUE LIFE ANALYSIS OF CYLINDRICAL HELICAL COMPRESSION SPRING BASED ON WEIBULL DISTRIBUTION |
| title_full_unstemmed | FATIGUE LIFE ANALYSIS OF CYLINDRICAL HELICAL COMPRESSION SPRING BASED ON WEIBULL DISTRIBUTION |
| title_short | FATIGUE LIFE ANALYSIS OF CYLINDRICAL HELICAL COMPRESSION SPRING BASED ON WEIBULL DISTRIBUTION |
| title_sort | fatigue life analysis of cylindrical helical compression spring based on weibull distribution |
| topic | Weibull analysis Spring fatigue SVM Visual interface |
| url | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2020.01.013 |
| work_keys_str_mv | AT futao fatiguelifeanalysisofcylindricalhelicalcompressionspringbasedonweibulldistribution AT wangdecheng fatiguelifeanalysisofcylindricalhelicalcompressionspringbasedonweibulldistribution AT chengpeng fatiguelifeanalysisofcylindricalhelicalcompressionspringbasedonweibulldistribution |