Reliability Evaluation of RV Reducers Based on Multi Degenerate Data
Aiming at the demand for reliability evaluation of RV reducers, the Gamma models, which can represent the performance degenerate process of reducers, are established respectively combining with transmission error data and backlash data of reducer performance degenerate test. A maximum likelihood est...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | zho |
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Editorial Office of Journal of Mechanical Transmission
2023-05-01
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| Series: | Jixie chuandong |
| Subjects: | |
| Online Access: | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2023.05.014 |
| _version_ | 1826881282911502336 |
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| author | Li Jinfeng Yang Yikun Wang Xifeng Yao Liangbo Xiao Jianming |
| author_facet | Li Jinfeng Yang Yikun Wang Xifeng Yao Liangbo Xiao Jianming |
| author_sort | Li Jinfeng |
| collection | DOAJ |
| description | Aiming at the demand for reliability evaluation of RV reducers, the Gamma models, which can represent the performance degenerate process of reducers, are established respectively combining with transmission error data and backlash data of reducer performance degenerate test. A maximum likelihood estimation method is applied to estimate the parameters of degenerate models. Taking the models above as marginal distribution functions, a binary degenerate model of RV reducers is established through Copula function. The reliability and expected failure life of RV reducers are evaluated. The results show that the reliability evaluated by degenerate models based on transmission error and backlash is essentially in agree with the test results. The models can represent the degenerate process of RV reducers accurately. Gaussian Copula function is more suitable for representing the correlation between transmission error degenerate data and backlash degenerate data. Through the binary degenerate model, the expected failure life of RV reducers can be evaluated at different reliability under this working condition. |
| first_indexed | 2024-03-12T14:58:18Z |
| format | Article |
| id | doaj.art-371b2d6681644698bc3d2ecd218bdec0 |
| institution | Directory Open Access Journal |
| issn | 1004-2539 |
| language | zho |
| last_indexed | 2025-02-17T02:41:09Z |
| publishDate | 2023-05-01 |
| publisher | Editorial Office of Journal of Mechanical Transmission |
| record_format | Article |
| series | Jixie chuandong |
| spelling | doaj.art-371b2d6681644698bc3d2ecd218bdec02025-01-10T14:57:55ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392023-05-0147828738199118Reliability Evaluation of RV Reducers Based on Multi Degenerate DataLi JinfengYang YikunWang XifengYao LiangboXiao JianmingAiming at the demand for reliability evaluation of RV reducers, the Gamma models, which can represent the performance degenerate process of reducers, are established respectively combining with transmission error data and backlash data of reducer performance degenerate test. A maximum likelihood estimation method is applied to estimate the parameters of degenerate models. Taking the models above as marginal distribution functions, a binary degenerate model of RV reducers is established through Copula function. The reliability and expected failure life of RV reducers are evaluated. The results show that the reliability evaluated by degenerate models based on transmission error and backlash is essentially in agree with the test results. The models can represent the degenerate process of RV reducers accurately. Gaussian Copula function is more suitable for representing the correlation between transmission error degenerate data and backlash degenerate data. Through the binary degenerate model, the expected failure life of RV reducers can be evaluated at different reliability under this working condition.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2023.05.014RV reducerReliability evaluationGamma processCopula function |
| spellingShingle | Li Jinfeng Yang Yikun Wang Xifeng Yao Liangbo Xiao Jianming Reliability Evaluation of RV Reducers Based on Multi Degenerate Data Jixie chuandong RV reducer Reliability evaluation Gamma process Copula function |
| title | Reliability Evaluation of RV Reducers Based on Multi Degenerate Data |
| title_full | Reliability Evaluation of RV Reducers Based on Multi Degenerate Data |
| title_fullStr | Reliability Evaluation of RV Reducers Based on Multi Degenerate Data |
| title_full_unstemmed | Reliability Evaluation of RV Reducers Based on Multi Degenerate Data |
| title_short | Reliability Evaluation of RV Reducers Based on Multi Degenerate Data |
| title_sort | reliability evaluation of rv reducers based on multi degenerate data |
| topic | RV reducer Reliability evaluation Gamma process Copula function |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2023.05.014 |
| work_keys_str_mv | AT lijinfeng reliabilityevaluationofrvreducersbasedonmultidegeneratedata AT yangyikun reliabilityevaluationofrvreducersbasedonmultidegeneratedata AT wangxifeng reliabilityevaluationofrvreducersbasedonmultidegeneratedata AT yaoliangbo reliabilityevaluationofrvreducersbasedonmultidegeneratedata AT xiaojianming reliabilityevaluationofrvreducersbasedonmultidegeneratedata |