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北京市自然科学基金(4102035)

作品数:4 被引量:15H指数:2
相关作者:贠超高志慧宋德政更多>>
相关机构:北京航空航天大学更多>>
发文基金:北京市自然科学基金国家自然科学基金国家科技支撑计划更多>>
相关领域:自动化与计算机技术机械工程金属学及工艺理学更多>>

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基于自适应混合算法的智能存取系统动态路径规划被引量:4
2013年
研究了药房智能存取系统拣选路径的动态规划问题,提出了该问题的数学模型,并设计了一种新的自适应混合粒子群遗传算法(Adaptive hybrid particle swarm algorithm)。该算法在粒子群遗传混合算法的基础上引入了动态调整和自适应进化的策略。在算法前期粒子群搜索阶段,建立了惯性权重系数、认知系数与收缩因子之间的联动关系,随着惯性权重的动态变化,认知系数与收缩因子也适时进行调整,提高了搜索效率和搜索精度。在算法的后期,采用了遗传算法的自适应交叉和变异的进化过程,对陷入局部最优的粒子群进行打散,使得每次迭代中都能最大限度的获取路径信息,使种群的搜索朝向解空间的不同区域发展。经过对某大型医院智能存取系统的路径规划仿真实验,验证了提出的算法相对于其他算法在求解速度和求解精度上都有较大的提高。
樊明郭艺贠超宋德政高志慧
关键词:混合算法自适应策略
Parameter optimization of controllable local degree of freedom for reducing vibration of flexible manipulator被引量:1
2013年
Parameter optimization of the controllable local degree of freedom is studied for reducing vibration of the flexible manipulator at the lowest possible cost. The controllable local degrees of freedom are suggested and introduced to the topological structure of the flexible manipulator, and used as an effective way to alleviate vibration through dynamic coupling. Parameters introduced by the controllable local degrees of freedom are analyzed and their influences on vibration reduction are investigated. A strategy to optimize these parameters is put forward and the corresponding optimization method is suggested based on Particle Swarm Optimization (PSO). Simulations are conducted and results of case studies confirm that the proposed optimization method is effective in reducing vibration of the flexible manipulator at the lowest possible cost.
Bian YushuGao Zhihui
关键词:OPTIMIZATION
Impact vibration reduction for flexible manipulators via controllable local degrees of freedom被引量:1
2013年
When performing operation tasks, the interaction between a flexible manipulator and a grasped object usually results in an impact. In this paper, a new way is suggested to alleviate impact vibration of a flexible manipulator via its structural characteristic when capturing a moving object. Controllable local degrees of freedom are introduced to the topological structure of the flexible manipulator, and used as an effective tool to combat impact vibration through dynamic coupling. A corresponding method is put forward to reduce impact vibration responses of the flexible manip- ulator via the controllable local degrees of freedom. By planning motion of the controllable local degrees of freedom, appropriate control force can be constructed to increase the modal damping and stiffness and eliminate the exciting force simultaneously, thereby reducing impact vibration responses of the flexible manipulator. Simulations are conducted and results are shown to prove the presented method.
Bian YushuGao ZhihuiDeng Yuchun
关键词:DYNAMICSIMPACT
Structural Dimension Optimization of Robotic Belt Grinding System for Grinding Workpieces with Complex Shaped Surfaces Based on Dexterity Grinding Space被引量:9
2011年
To improve the grinding quality of robotic belt grinding systems for the workpieces with complex shaped surfaces, new concepts of the dexterity grinding point and the dexterity grinding space are proposed and their mathematical descriptions are defined. Factors influencing the dexterity grinding space are analyzed. And a method to determine the necessary dexterity grinding space is suggested. Based on particle swarm optimization (PSO) method, a strategy to optimize the grinding robot structural dimensions and position with respect to the grinding wheel is put forward to obtain the necessary dexterity grinding space. Finally, to grind an aerial engine blade, a dedicated PPPRRR (P: prismatic R: rotary) grinding robot structural dimensions and position with respect to the grinding wheel are optimized using the above strategy. According to simulation results, if the blade is placed within the dexterity grinding space, only one gripper and one grinding machine are needed to grind its complex shaped surfaces.
GAO ZhihuiLAN XiaodongBIAN Yushu
关键词:GRINDINGROBOTS
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