滑模控制的深入分析及其在机器人中的应用

IF 1.3 Q4 AUTOMATION & CONTROL SYSTEMS International Journal of Automation and Control Pub Date : 2020-07-16 DOI:10.5772/intechopen.93027
I. O. Bucak
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引用次数: 3

摘要

在这项研究中,滑模控制方案与有界区域及其收敛性分析进行了最详细的解释,并应用于机器人机械臂,代表了最好的例子,强耦合,高度非线性,时变动力系统。仿真研究分别应用于两个不同的控制系统,通过设计滑模控制器来证明所提出的控制方法的可行性、性能和有效性:首先,研究了受外部扰动影响的电枢控制直流伺服电机的位置控制;其次,研究了一种双连杆机器人机械臂的鲁棒性,通过在其中一个关节上增加额外的质量,使其能够在滑动表面上保持轨迹。仿真结果表明,该方法具有快速的收敛速度和快速的响应能力,能够抵抗不断变化的外部干扰,并且对假设为无界和快速变化的模型不确定性具有鲁棒性。本研究也比较了SMC与PID的优点。这里给出的结果并不与可以用它来代替另一个而不会损失太多性能的观点相矛盾,并且证实了所提出方法的成功。
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An In-Depth Analysis of Sliding Mode Control and Its Application to Robotics
In this study, a sliding mode control scheme with a bounded region and its convergence analysis are explained to the finest detail and are applied to robotic manipulators which represent the best examples for strongly coupled, highly nonlinear, time-varying dynamical systems. Simulation studies have been applied separately to two different control systems in order to demonstrate the feasibility, performance, and effectiveness of the proposed control methodology through the design of the sliding mode controller: firstly, the position control of an armature-controlled dc servo motor subject to a varying external disturbance, and secondly, a two-link robot manipulator that were also analyzed in terms of its robustness by adding extra mass to one of the joints to be able to maintain the trajectory in the sliding surface. Simulations show that a fast convergence rate, and therefore quick response, the ability to reject the varying external disturbances, and the robustness against the model uncertainty assumed to be unbounded and fast-varying have all achieved its purpose entirely. This study also examines the advantages of SMC and PID comparably. The results given here do not contradict the view that one can use it instead of the other without losing too much performance, and confirm the success of the presented approach.
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来源期刊
International Journal of Automation and Control
International Journal of Automation and Control AUTOMATION & CONTROL SYSTEMS-
自引率
41.70%
发文量
50
期刊介绍: IJAAC addresses the evolution and realisation of the theory, algorithms, techniques, schemes and tools for any kind of automation and control platforms including macro, micro and nano scale machineries and systems, with emphasis on implications that state-of-the-art technology choices have on both the feasibility and practicability of the intended applications. This perspective acknowledges the complexity of the automation, instrumentation and process control methods and delineates itself as an interface between the theory and practice existing in parallel over diverse spheres. Topics covered include: -Control theory and practice- Identification and modelling- Mechatronics- Application of soft computing- Real-time issues- Distributed control and remote monitoring- System integration- Fault detection and isolation (FDI)- Virtual instrumentation and control- Fieldbus technology and interfaces- Agriculture, environment, health applications- Industry, military, space applications
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