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基于遗传算法的3-DOF并联机床机构的结构参数优化 被引量:1

Structural Parameter Optimization of a 3-DOF Parallel Mechanism Based on Genetic Algorithm
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摘要 建立了3-P-(2U-2S)并联机床机构的反解方程,求解得到机床的工作空间。通过雅克比矩阵条件数的计算,得到并联机床机构的运动特性条件指标。以工作空间与全局条件指标(GCI)作为评价指标,应用BP网络算法和遗传算法对机床机构尺寸参数半径R与杆长L进行了综合优化。结果表明优化后的综合性能得到了提高。 Inverse kinematics equations were established for a 3-P- (2U-2S) parallel mechanism of machine tool, which solved for its workspace. By calculating the Jacobian matrix condition number, the condition index of kinematics properties of the parallel mechanism was obtained. By taking the workspace and Global Condition Index (GCI) as the evaluation index, with using of BP Neural network algorithm and genetic algorithm ( GA ), structure size parameters of radius R and rod length L (R/L) of the machine tool mechanism were comprehensively optimized. The results show that the performance of the parallel mechanism has been !reproved after optimization.
出处 《机床与液压》 北大核心 2015年第3期20-23,33,共5页 Machine Tool & Hydraulics
基金 国家科技部科技型中小企业技术创新基金项目(09C26213203835) 无锡职业技术学院校级科研课题(KJ201314)
关键词 并联机构 工作空间 条件数 遗传算法 参数优化 Parallel mechanism Workspace Condition number Genetic algorithm Parameter optimization
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  • 1COMPANY O, PIERROT F.Modelling and Design lssues of a 3-axis Parallel Machine-tool Original [ J ]. Research Arti- cleMechanism and Machine Theory, 2002,37 ( 11 ) : 1325 - 1345.
  • 2HUANG Z, I,I QC.On the Type Synthesis of Lower-mobility Parallel Manipulators[ C ] .Proceedings of workshop on fun- damental issues and future research directions for parallel mechanisms and manipulators.Canada : Quebec, 2002.
  • 3ALTUZARRA Oscar,PINTO C,SANDRU B,et al.OptimalDimensioning for Parallel Manipulators : Workspace, Dexter- ity, and Energy [ J ]. Journal of Mechanical Design, 2011 (7) :133-141.
  • 4JAMWAL Prashant Kumar, XIE Shengquan, AW Kean C. Kinematic Design Optimization of a Parallel Ankle Rehabil- itation Robot Using Modified Genetic Algorithm[ J] .Robot- ics and Autonomous Systems,2009,57(10) :1018-1027.
  • 5STOCK Michael, MILLER Karol. Optimal Kinematic Design of Spatial Parallel Manipulators : Application to Linear Delta Robot [ J ].ASME J, 2003,125 : 292- 301.
  • 6高振.空间三自由度并联.混联机构构型、性能与若干应用研究[M].合肥:中国科学技术大学,2009.
  • 7蒙哥马利.验设计与分析[M].傅珏生,等译.北京:人民邮电出版社,2009.

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