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首页> 外文期刊>Journal of Intelligent & Robotic Systems: Theory & Application >Optimal Control of Screw In-pipe Inspection Robot with Controllable Pitch Rate
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Optimal Control of Screw In-pipe Inspection Robot with Controllable Pitch Rate

机译:可控间距速率的螺钉内螺杆检测机器人的最佳控制

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摘要

A Steerable in-pipe inspection robot is designed in this paper and its optimal control based on linear quadratic regulator (LQR) approach is performed subject to input minimization. In-pipe inspection robots are necessary mobile robots in order to investigate the pipelines. Most of the in-pipe inspection robots are limited to move with a constant pitch rate. An in pipe inspection robot is proposed in this paper which is based on screw locomotion and its steering angle is also controllable in order to handle the pitch rate of the movement and bypass the probable obstacles. Since the proposed robot is multivariable with more than one controlling input, minimizing its control inputs are extremely useful. The goal of this paper is to extract the dynamic model of the mentioned steerable screw in-pipe inspection robot and controlling it within a predefined trajectory in an optimal way. The proper mechanism is designed and its related kinematics and kinetics are derived. Afterwards the objective function is defined based on minimizing the controlling input and maximizing the accuracy of movement. The nonlinear state space is linearized around its operating point and optimization is implemented using Linear Quadratic Regulator (LQR). The efficiency of the designed robot and controller and the optimality of its controlling procedure are investigated by the aid of MATLAB simulation and comparative analysis. It is proved that the designed robot is able to move with controllable pitch rate and acceptable accuracy while the obstacles can be avoided and the energy consumption is optimized. At the end the validity of modeling and simulation in MATLAB is also verified by modeling the robot in ADAMS and comparing the results.
机译:在本文中设计了一种可转向的管道检查机器人,并基于线性二次调节器(LQR)方法的最佳控制进行了输入最小化。管道检查机器人是必要的移动机器人,以便研究管道。大多数管道检查机器人限于以恒定的间距移动移动。在本文中提出了一种基于螺钉运动的纸张检查机器人,并且其转向角也是可控制的,以便处理运动的俯仰速率并绕过可能的障碍物。由于所提出的机器人具有多变量,具有多于一个控制输入,因此最小化其控制输入非常有用。本文的目的是提取所提介绍的可转向螺钉内部管道检查机器人的动态模型,并以最佳方式将其控制在预定义轨道内。设计了适当的机制及其相关的运动学和动力学。之后基于最小化控制输入并最大化运动精度来定义目标函数。非线性状态空间在其操作点周围线性化,并使用线性二次调节器(LQR)实现优化。通过MATLAB模拟和比较分析,研究了设计的机器人和控制器的效率和其控制程序的最优性。事实证明,设计的机器人能够以可控的俯仰速率和可接受的精度移动,而可以避免障碍物,并且优化能量消耗。最后,通过将机器人建模并进行比较结果,还验证了MATLAB中建模和模拟的有效性并进行比较结果。

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