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Control system design for two-wheel self-balanced robot based on Fuzzy-PD control

机译:基于Fuzzy-PD控制的两轮自平衡机器人控制系统设计

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For nonlinear and natural unstable two-wheel self-balanced robot, a compound control algorithm based on Fuzzy-PD is proposed. Firstly, the mathematical model is established based on Newton-Euler's theory from the structure of two-wheel self-balanced robot. Secondly, the Fuzzy-PD controller is designed to solve the problem that traditional controllers cannot reach the expected result rapidly and steady in a large range of angle, and decrease the operation time caused by "rule explosion" when using multi-dimension fuzzy controllers in a physical system. Finally, simulation study and physical test are performed to verify the effectiveness of the Fuzzy-PD controller.
机译:针对非线性和自然不稳定的两轮自平衡机器人,提出了一种基于Fuzzy-PD的复合控制算法。首先,基于牛顿-欧拉理论,从两轮自平衡机器人的结构出发,建立了数学模型。其次,设计了Fuzzy-PD控制器,解决了传统控制器在大角度范围内无法快速,稳定地达到预期结果的问题,减少了在多角度模糊控制器中使用“规则爆炸”引起的运行时间。一个物理系统。最后,进行了仿真研究和物理测试,以验证Fuzzy-PD控制器的有效性。

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