{"title":"基于基因算法和田口灵敏度分析的高精度柔顺导向机构优化设计","authors":"Van-Khien Nguyen, H. Pham, H. Pham","doi":"10.1109/ICSSE.2017.8030908","DOIUrl":null,"url":null,"abstract":"This paper presents the optimal design of a compliant guide mechanism (CGM) for high precision CNC turning manufacturing. Genetic algorithm (GA) and finite element analysis (FEA) are used during the optimization process of the mechanism. Before the implementation of GA, sensitivity analysis of design variables is performed by using the combination of FEA-based experiments, Taguchi method and variance analysis ANOVA. The designed CGM is used as an amplification mechanism for the precision tool feeder of a CNC machine from the ultra-precision actuation of a piezo actuator (PZT). The design is validated in a 3-dimensional FEA model using Ansys. The result shows that the maximum amplification ratio obtained from the CGM is 6.8 with a very high linearity for the transformation.","PeriodicalId":296191,"journal":{"name":"2017 International Conference on System Science and Engineering (ICSSE)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"Optimal design of high precision compliant guide mechanism using gene algorithm and Taguchi-based sensitivity analysis\",\"authors\":\"Van-Khien Nguyen, H. Pham, H. Pham\",\"doi\":\"10.1109/ICSSE.2017.8030908\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper presents the optimal design of a compliant guide mechanism (CGM) for high precision CNC turning manufacturing. Genetic algorithm (GA) and finite element analysis (FEA) are used during the optimization process of the mechanism. Before the implementation of GA, sensitivity analysis of design variables is performed by using the combination of FEA-based experiments, Taguchi method and variance analysis ANOVA. The designed CGM is used as an amplification mechanism for the precision tool feeder of a CNC machine from the ultra-precision actuation of a piezo actuator (PZT). The design is validated in a 3-dimensional FEA model using Ansys. The result shows that the maximum amplification ratio obtained from the CGM is 6.8 with a very high linearity for the transformation.\",\"PeriodicalId\":296191,\"journal\":{\"name\":\"2017 International Conference on System Science and Engineering (ICSSE)\",\"volume\":\"18 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 International Conference on System Science and Engineering (ICSSE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSSE.2017.8030908\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Conference on System Science and Engineering (ICSSE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSSE.2017.8030908","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Optimal design of high precision compliant guide mechanism using gene algorithm and Taguchi-based sensitivity analysis
This paper presents the optimal design of a compliant guide mechanism (CGM) for high precision CNC turning manufacturing. Genetic algorithm (GA) and finite element analysis (FEA) are used during the optimization process of the mechanism. Before the implementation of GA, sensitivity analysis of design variables is performed by using the combination of FEA-based experiments, Taguchi method and variance analysis ANOVA. The designed CGM is used as an amplification mechanism for the precision tool feeder of a CNC machine from the ultra-precision actuation of a piezo actuator (PZT). The design is validated in a 3-dimensional FEA model using Ansys. The result shows that the maximum amplification ratio obtained from the CGM is 6.8 with a very high linearity for the transformation.