{"title":"用点拟合优化方法计算五轴FDM打印机的转轴","authors":"Hao Liu, Lei Liu, Kai Shen","doi":"10.1007/s11766-022-4586-3","DOIUrl":null,"url":null,"abstract":"<div><p>This paper presents an optimization method to compute the rotary axes of a 5-axis FDM printer whose A- and C-axes have large deviations relative to the <i>x</i>- and <i>z</i>-directions. The optimization model is designed according to the kinematic model in which a point rotates around a spatial line in the machine coordinate system of the printer. The model considers the A- and C-axes as two spatial lines. It is a two-object optimization model including two aspects. One is that the sum of deviations between the measured and computed points should be small; the other is that the deviations should be uniformly distributed for every measured point. A comparison of the new optimization method with conventional error-compensation methods reveals that the former has higher location accuracy. Using the optimized AC axes, 5-axis 3D printing paths are planned for some complex workpieces. Data analysis and printing samples show that the optimized AC axes satisfy 5-axes FDM printing requirements for nozzles with a diameter of 1.0 <i>mm</i>.</p></div>","PeriodicalId":55568,"journal":{"name":"Applied Mathematics-A Journal of Chinese Universities Series B","volume":"37 2","pages":"258 - 271"},"PeriodicalIF":1.0000,"publicationDate":"2022-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Rotary axis calculation for five-axis FDM printer using a point-fitting optimization method\",\"authors\":\"Hao Liu, Lei Liu, Kai Shen\",\"doi\":\"10.1007/s11766-022-4586-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>This paper presents an optimization method to compute the rotary axes of a 5-axis FDM printer whose A- and C-axes have large deviations relative to the <i>x</i>- and <i>z</i>-directions. The optimization model is designed according to the kinematic model in which a point rotates around a spatial line in the machine coordinate system of the printer. The model considers the A- and C-axes as two spatial lines. It is a two-object optimization model including two aspects. One is that the sum of deviations between the measured and computed points should be small; the other is that the deviations should be uniformly distributed for every measured point. A comparison of the new optimization method with conventional error-compensation methods reveals that the former has higher location accuracy. Using the optimized AC axes, 5-axis 3D printing paths are planned for some complex workpieces. Data analysis and printing samples show that the optimized AC axes satisfy 5-axes FDM printing requirements for nozzles with a diameter of 1.0 <i>mm</i>.</p></div>\",\"PeriodicalId\":55568,\"journal\":{\"name\":\"Applied Mathematics-A Journal of Chinese Universities Series B\",\"volume\":\"37 2\",\"pages\":\"258 - 271\"},\"PeriodicalIF\":1.0000,\"publicationDate\":\"2022-06-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Applied Mathematics-A Journal of Chinese Universities Series B\",\"FirstCategoryId\":\"1089\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s11766-022-4586-3\",\"RegionNum\":4,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Mathematics-A Journal of Chinese Universities Series B","FirstCategoryId":"1089","ListUrlMain":"https://link.springer.com/article/10.1007/s11766-022-4586-3","RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Rotary axis calculation for five-axis FDM printer using a point-fitting optimization method
This paper presents an optimization method to compute the rotary axes of a 5-axis FDM printer whose A- and C-axes have large deviations relative to the x- and z-directions. The optimization model is designed according to the kinematic model in which a point rotates around a spatial line in the machine coordinate system of the printer. The model considers the A- and C-axes as two spatial lines. It is a two-object optimization model including two aspects. One is that the sum of deviations between the measured and computed points should be small; the other is that the deviations should be uniformly distributed for every measured point. A comparison of the new optimization method with conventional error-compensation methods reveals that the former has higher location accuracy. Using the optimized AC axes, 5-axis 3D printing paths are planned for some complex workpieces. Data analysis and printing samples show that the optimized AC axes satisfy 5-axes FDM printing requirements for nozzles with a diameter of 1.0 mm.
期刊介绍:
Applied Mathematics promotes the integration of mathematics with other scientific disciplines, expanding its fields of study and promoting the development of relevant interdisciplinary subjects.
The journal mainly publishes original research papers that apply mathematical concepts, theories and methods to other subjects such as physics, chemistry, biology, information science, energy, environmental science, economics, and finance. In addition, it also reports the latest developments and trends in which mathematics interacts with other disciplines. Readers include professors and students, professionals in applied mathematics, and engineers at research institutes and in industry.
Applied Mathematics - A Journal of Chinese Universities has been an English-language quarterly since 1993. The English edition, abbreviated as Series B, has different contents than this Chinese edition, Series A.