首页> 外文会议>International Conference on Electrical Engineering and Computer Science >Comparison of Inverted Pendulum Control System using Proportional – Integral – Derivative (PID) and Proportional – Integral (PI)
【24h】

Comparison of Inverted Pendulum Control System using Proportional – Integral – Derivative (PID) and Proportional – Integral (PI)

机译:使用比例-积分-微分(PID)和比例-积分(PI)的倒立摆控制系统的比较

获取原文

摘要

Inverted pendulum is a system that works to control the balance of a tool with a mass point above the pivot point, is non-linear, has many variables, and erratic. It has a less controllable configuration or the number of control inputs is less than the number of degree of freedom that can be controlled. One of posssible solutions to solve this problem is by using PID or Proportional - Integral - Derivative. PID is often used as a comparison with other control systems such as Fuzzy, Linear Quadratic Regulator (LQR) or Neural Network but there are a few researches on the control system between PID (P with PID, PI with PD, PID with PI) on Inverted Pendulum. This research seeks optimum PID parameters that correspond to the way the Inverted Pendulum works. Then, the work of the PID control system is compared with the PI control system against the results of the rotary encoder in angular form and PWM (Pulse Width Modulation) value for the motor to find which control system is best suited for the device used in this research. The results of this study show the optimum PID parameter is as follows: Kp = 9.95, Ki = 8.10, Kd = 8.10 as well as the optimum PI parameters are Kp = 8.15 and Ki = 11.55. The results of the encoders and PWM from both control systems showed that the control system of PID is more capable of achieving and maintaining the pendulum balance using an average PWM of 98.47 compared to the PI control system.
机译:倒立摆是一种用于控制质量点高于枢轴点的工具平衡的系统,该系统是非线性的,具有许多变量且不稳定。它的可控制性较差,或者控制输入的数量少于可控制的自由度的数量。解决此问题的一种可能的解决方案是使用PID或比例-积分-导数。 PID通常与其他控制系统(例如,模糊,线性二次调节器(LQR)或神经网络)进行比较,但是关于PID(P与PID,PI与PD,PID与PI)之间的控制系统的研究很少。倒立摆。本研究寻求与倒立摆工作方式相对应的最佳PID参数。然后,将PID控制系统与PI控制系统的工作情况与角度形式的旋转编码器的结果和电动机的PWM(脉冲宽度调制)值进行比较,以找出哪种控制系统最适合用于这项研究。这项研究的结果表明,最佳PID参数如下:Kp = 9.95,Ki = 8.10,Kd = 8.10以及最佳PI参数是Kp = 8.15和Ki = 11.55。两种控制系统的编码器和PWM的结果表明,与PI控制系统相比,PID控制系统使用98.47的平均PWM更有能力实现和保持摆平衡。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号