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首页> 外文期刊>International Journal of Intelligent Systems and Applications >Design Modified Sliding Mode Controller with Parallel Fuzzy Inference System Compensator to Control of Spherical Motor
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Design Modified Sliding Mode Controller with Parallel Fuzzy Inference System Compensator to Control of Spherical Motor

机译:球形电机控制的带有并联模糊推理系统补偿器的改进滑模控制器设计

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The increasing demand for multi-degree-of-freedom (DOF) actuators in a number of industries has motivated a flurry of research in the development of non-conventional actuators, spherical motor. This motor is capable of providing smooth and isotropic three-dimensional motion in a single joint. Not only can the spherical motor combine 3-DOF motion in a single joint, it has a large range of motion with no singularities in its workspace. The spherical motor, however, exhibits coupled, nonlinear and very complex dynamics that make the design and implementation of feedback controllers very challenging. The orientation-varying torque generated by the spherical motor also contributes to the challenges in controller design. This paper contributes to the on-going research effort by exploring alternate methods for nonlinear and robust controlling the motor. The robust sliding mode controller proposed in this paper is used to further demonstrate the appealing features exhibited by the spherical motor. In opposition, sliding mode controller is used in many applications especially to control of highly uncertain systems; it has two significant drawbacks namely; chattering phenomenon and nonlinear equivalent dynamic formulation in uncertain dynamic parameter. The nonlinear equivalent dynamic formulation problem and chattering phenomenon in uncertain system (e.g., spherical motor) can be solved by using artificial intelligence theorem and applied a modified linear controller to switching part of sliding mode controller. Using Lyapunov-type stability arguments, a robust modified linear fuzzy sliding mode controller is designed to achieve this objective. The controller developed in this paper is designed in a robust stabilizing torque is designed for the nominal spherical motor dynamics derived using the constrained Lagrangian formulation. The eventual stability of the controller depends on the torque generating capabilities of the spherical motor.
机译:在许多行业中,对多自由度(DOF)致动器的需求不断增长,这激发了非常规致动器球形马达开发方面的大量研究。该电动机能够在单个关节中提供平稳且各向同性的三维运动。球形电动机不仅可以在单个关节中组合3-DOF运动,而且运动范围大,工作空间中没有奇异点。但是,球形电动机具有耦合,非线性和非常复杂的动力学特性,这使得反馈控制器的设计和实现非常具有挑战性。球形电动机产生的方向变化转矩也对控制器设计提出了挑战。本文通过探索非线性和鲁棒控制电动机的替代方法,为正在进行的研究工作做出了贡献。本文提出的鲁棒滑模控制器用于进一步证明球形电动机所展现的吸引力特征。相反,滑模控制器用于许多应用中,尤其是用于控制高度不确定的系统。它具有两个明显的缺点:不确定动力参数中的颤振现象和非线性等效动力公式。利用人工智能定理可以解决不确定性系统(例如球形电动机)中的非线性等效动力学公式问题和颤振现象,并将改进的线性控制器应用于滑模控制器的开关部分。使用Lyapunov型稳定性参数,设计了一种鲁棒的改进的线性模糊滑模控制器来实现该目标。本文开发的控制器设计用于鲁棒的稳定转矩,该转矩针对使用约束拉格朗日公式得出的标称球形电动机动力学而设计。控制器的最终稳定性取决于球形电动机的转矩产生能力。

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