Research of Optimal Arrangement of Sensor for Wind Turbine Gearbox based on Immune Algorithm
The signal acquisition is a prerequisite for fault analysis and diagnosis,but also the necessary condition in the fault diagnosis of wind turbine gearbox. At present,the most mature method is vibration signal analysis method,however,because the internal structure of the gearbox can not be destroyed,...
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| Main Authors: | , , , , , |
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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.1004.2539.2016.12.008 |
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| _version_ | 1841548107782815744 |
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| author | Song Zhongyue Li Haiyang Ma Jiaojiao Zhen Dong Shi Zhanqun Shen Zhaoyang |
| author_facet | Song Zhongyue Li Haiyang Ma Jiaojiao Zhen Dong Shi Zhanqun Shen Zhaoyang |
| author_sort | Song Zhongyue |
| collection | DOAJ |
| description | The signal acquisition is a prerequisite for fault analysis and diagnosis,but also the necessary condition in the fault diagnosis of wind turbine gearbox. At present,the most mature method is vibration signal analysis method,however,because the internal structure of the gearbox can not be destroyed,it can only lead to vibration sensor installed on the external wall of the gearbox. The sensors arrangement of gearbox will directly influence the quality of diagnostic accuracy. By using the immune algorithm to solve the problem of sensor arrangement in fault diagnosis of wind turbine,the gearbox vibration source coordinates is constructed,the optimal acquisition path of vibration transmission is calculated,the best measuring point is determined. The placement optimization of the measuring point for sensor is realized,an effective method for sensor arrangement is provided. |
| format | Article |
| id | doaj-art-f54b82c66e00404c908363b5abb7e000 |
| 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-f54b82c66e00404c908363b5abb7e0002025-01-10T14:14:21ZzhoEditorial Office of Journal of Mechanical TransmissionJixie chuandong1004-25392016-01-0140384129927544Research of Optimal Arrangement of Sensor for Wind Turbine Gearbox based on Immune AlgorithmSong ZhongyueLi HaiyangMa JiaojiaoZhen DongShi ZhanqunShen ZhaoyangThe signal acquisition is a prerequisite for fault analysis and diagnosis,but also the necessary condition in the fault diagnosis of wind turbine gearbox. At present,the most mature method is vibration signal analysis method,however,because the internal structure of the gearbox can not be destroyed,it can only lead to vibration sensor installed on the external wall of the gearbox. The sensors arrangement of gearbox will directly influence the quality of diagnostic accuracy. By using the immune algorithm to solve the problem of sensor arrangement in fault diagnosis of wind turbine,the gearbox vibration source coordinates is constructed,the optimal acquisition path of vibration transmission is calculated,the best measuring point is determined. The placement optimization of the measuring point for sensor is realized,an effective method for sensor arrangement is provided.http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.12.008Immune algorithmMeasuring point of sensorArrangement optimizationWind turbine |
| spellingShingle | Song Zhongyue Li Haiyang Ma Jiaojiao Zhen Dong Shi Zhanqun Shen Zhaoyang Research of Optimal Arrangement of Sensor for Wind Turbine Gearbox based on Immune Algorithm Jixie chuandong Immune algorithm Measuring point of sensor Arrangement optimization Wind turbine |
| title | Research of Optimal Arrangement of Sensor for Wind Turbine Gearbox based on Immune Algorithm |
| title_full | Research of Optimal Arrangement of Sensor for Wind Turbine Gearbox based on Immune Algorithm |
| title_fullStr | Research of Optimal Arrangement of Sensor for Wind Turbine Gearbox based on Immune Algorithm |
| title_full_unstemmed | Research of Optimal Arrangement of Sensor for Wind Turbine Gearbox based on Immune Algorithm |
| title_short | Research of Optimal Arrangement of Sensor for Wind Turbine Gearbox based on Immune Algorithm |
| title_sort | research of optimal arrangement of sensor for wind turbine gearbox based on immune algorithm |
| topic | Immune algorithm Measuring point of sensor Arrangement optimization Wind turbine |
| url | http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2016.12.008 |
| work_keys_str_mv | AT songzhongyue researchofoptimalarrangementofsensorforwindturbinegearboxbasedonimmunealgorithm AT lihaiyang researchofoptimalarrangementofsensorforwindturbinegearboxbasedonimmunealgorithm AT majiaojiao researchofoptimalarrangementofsensorforwindturbinegearboxbasedonimmunealgorithm AT zhendong researchofoptimalarrangementofsensorforwindturbinegearboxbasedonimmunealgorithm AT shizhanqun researchofoptimalarrangementofsensorforwindturbinegearboxbasedonimmunealgorithm AT shenzhaoyang researchofoptimalarrangementofsensorforwindturbinegearboxbasedonimmunealgorithm |