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Control of inverted pendulum-cart system based on fuzzy logic approach

机译:基于模糊逻辑方法的倒立摆车系统控制

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摘要

This project involves the design of software simulation to make the inverted pendulum to remain upright. The pendulum will depend on the cart so that it can oscillate in a clockwise and counter clockwise direction. Next the cart will be able to move along a straight line along the direction in which the pendulum swings. With the dynamic that drive the cart’s motor along the track as the motion of the pendulum, the pendulum is actually will be prevented from falling from an upright position. Inverted pendulum control problem in this way is a classic way for the control system, because the system is inherently unstable. The pendulum will not remain upright without external force. This type of system is also very difficult to control manually, and thus it is requires the use of electronic controls. In this project, the control algorithms used are the fuzzy logic and PID which is an AI controller and classical controller respectively. Both algorithms will be implemented digitally using MATLAB Simulink software. Finally, this project will demonstrate the effectiveness of control system to stabilize the inverted pendulum quickly, and it will also show the stability control system to unexpected interruptions or disturbances.
机译:该项目涉及软件仿真的设计,以使倒立摆保持直立。摆锤将取决于手推车,以便它可以沿顺时针和逆时针方向振荡。接下来,手推车将能够沿着摆的摆动方向沿直线移动。借助随着钟摆运动沿轨道驱动小车电动机的动力学特性,实际上可以防止钟摆从直立位置掉落。这种方式的倒立摆控制问题是控制系统的经典方法,因为该系统固有地不稳定。没有外力,摆锤将不会保持直立。这种类型的系统也很难手动控制,因此需要使用电子控件。在该项目中,所使用的控制算法是模糊逻辑和PID,它们分别是AI控制器和经典控制器。两种算法都将使用MATLAB Simulink软件以数字方式实现。最后,该项目将展示控制系统快速稳定倒立摆的有效性,并且还将展示针对意外中断或干扰的稳定性控制系统。

著录项

  • 作者

    Hashim Hasrulnizam;

  • 作者单位
  • 年度 2013
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  • 原文格式 PDF
  • 正文语种 en
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