首页> 外文期刊>International Journal of Control, Automation and Systems >Hybrid moment/position control of a parallel robot
【24h】

Hybrid moment/position control of a parallel robot

机译:并联机器人的混合力矩/位置控制

获取原文
获取原文并翻译 | 示例
获取外文期刊封面目录资料

摘要

In this paper, a hybrid moment/position controller in task space is proposed for tasks involving a contact between a robot and its environment. We consider a contour-tracking task performed by a six DOF (Degrees Of Freedom) parallel robot. The task space dynamic model of the robot in contact with its environment, seen as a black box, is estimated by a MLP-NN (MultiLayer Perceptron Neural Network). The neural network non-linearity is treated using Taylor series expansion. An adaptation algorithm of the neural parameters resulting from a closed-loop stability analysis is proposed. The performance of the proposed controller is validated on the C5 parallel robot by considering two different environments: rigid and compliant.
机译:在本文中,提出了任务空间中的混合力矩/位置控制器,用于涉及机器人与其环境之间接触的任务。我们考虑由六个DOF(自由度)并行机器人执行的轮廓跟踪任务。 MLP-NN(多层感知器神经网络)估计了与环境接触的机器人的任务空间动态模型(被视为黑匣子)。使用泰勒级数展开来处理神经网络的非线性。提出了一种基于闭环稳定性分析的神经参数自适应算法。通过考虑两个不同的环境(刚性和顺应性),在C5并行机器人上验证了所提出控制器的性能。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号