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首页> 外文期刊>International Journal of Simulation Modelling >MODELLING OF MAGNETORHEOLOGICAL DAMPER FOR INTELLIGENT BIONIC LEG AND SIMULATION OF KNEE JOINT MOVEMENT CONTROL
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MODELLING OF MAGNETORHEOLOGICAL DAMPER FOR INTELLIGENT BIONIC LEG AND SIMULATION OF KNEE JOINT MOVEMENT CONTROL

机译:智能仿生腿的磁流变阻尼器建模及关节运动控制的仿真

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摘要

To compensate for missing functions of lower extremity amputees, this paper proposes a model of an intelligent bionic leg semi-actively controlled by a magnetorheological damper (MRD). A mechanical structure of the leg is designed, and with the help of Bouc-Wen model, a MRD forward dynamics model is constructed for simulation. On the basis of data obtained from simulations, the MRD inverse dynamics model is constructed by BP neural network. An integrated control platform is constructed for the intelligent bionic leg, on which the simulation for knee joint control is conducted. Results of the research show that the MRD forward dynamics model can precisely express relationships among damping force, velocity, and displacement, while the inverse forward dynamics model can accurately predict MRD control currents, thus obtaining precise trajectory tracking effects of knee joint movement.
机译:为了补偿下肢截肢者的功能缺失,本文提出了一种由磁流变阻尼器(MRD)半主动控制的智能仿生腿模型。设计了腿部的机械结构,并在Bouc-Wen模型的帮助下,构造了MRD前向动力学模型进行仿真。在仿真数据的基础上,利用BP神经网络建立了MRD逆动力学模型。为智能仿生腿构建了一个集成控制平台,在该平台上进行了膝关节控制的仿真。研究结果表明,MRD正向动力学模型可以精确表达阻尼力,速度和位移之间的关系,而逆向正向动力学模型可以准确预测MRD控制电流,从而获得膝关节运动的精确轨迹跟踪效果。

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