Yi Zhang, Jun Zhang, XingZu Shu, Lei Guo, Yong Shi, XinBo Liu
{"title":"基于遗传算法的振动压路机智能压实控制规则优化","authors":"Yi Zhang, Jun Zhang, XingZu Shu, Lei Guo, Yong Shi, XinBo Liu","doi":"10.1109/NCM.2009.296","DOIUrl":null,"url":null,"abstract":"Compactness is the key index to determine the work quality of vibratory roller, the intelligent control of compactness was the key and difficult technology for roller. In order to improve the compaction effect and the intelligence of automatic control of roller, an intelligent control system was constructed based on CAN bus, GA method was used to optimize the fuzzy control strategy in the controller.The result indicated that the self-adaptive and self-study ability of compaction control of roller was improved, the compaction effect was better than before.","PeriodicalId":119669,"journal":{"name":"2009 Fifth International Joint Conference on INC, IMS and IDC","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-08-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"9","resultStr":"{\"title\":\"Optimization of Intelligent Compactness Control Rule of Vibratory Roller Based on Genetic Algorithm Method\",\"authors\":\"Yi Zhang, Jun Zhang, XingZu Shu, Lei Guo, Yong Shi, XinBo Liu\",\"doi\":\"10.1109/NCM.2009.296\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Compactness is the key index to determine the work quality of vibratory roller, the intelligent control of compactness was the key and difficult technology for roller. In order to improve the compaction effect and the intelligence of automatic control of roller, an intelligent control system was constructed based on CAN bus, GA method was used to optimize the fuzzy control strategy in the controller.The result indicated that the self-adaptive and self-study ability of compaction control of roller was improved, the compaction effect was better than before.\",\"PeriodicalId\":119669,\"journal\":{\"name\":\"2009 Fifth International Joint Conference on INC, IMS and IDC\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2009-08-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"9\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2009 Fifth International Joint Conference on INC, IMS and IDC\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NCM.2009.296\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 Fifth International Joint Conference on INC, IMS and IDC","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NCM.2009.296","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Optimization of Intelligent Compactness Control Rule of Vibratory Roller Based on Genetic Algorithm Method
Compactness is the key index to determine the work quality of vibratory roller, the intelligent control of compactness was the key and difficult technology for roller. In order to improve the compaction effect and the intelligence of automatic control of roller, an intelligent control system was constructed based on CAN bus, GA method was used to optimize the fuzzy control strategy in the controller.The result indicated that the self-adaptive and self-study ability of compaction control of roller was improved, the compaction effect was better than before.