倒立摆与不同类型控制器的比较研究

Srishti, Sudeep Sharma, P. Padhy
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引用次数: 1

摘要

倒立摆在机器人工业中的各种应用,如人体姿势系统,机械臂,赛格威,火箭发射系统等。它还有助于理解和验证系统理论和控制工程的概念。早先,使用倒立摆集中与PID控制器,这可能不适合分析系统的各个方面。近几十年来,模型预测控制器(MPC)的使用因其多功能性而受到鼓励。此外,MPC的更新版本,即显式MPC和增益调度MPC,提供了比其他版本更有希望和准确的结果。本文比较分析了各种MPC控制器在小车倒立摆支承上的应用。利用市售的MATLAB软件进行了仿真分析,仿真结果吻合较好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comparative Study of Inverted Pendulum with Various Types of Controllers
Inverted Pendulum shows various applications in robotics industry like human posture system, robotic arm, Segway, rocket launching system, etc. It is also found to be useful in understanding and validating the concept of system theory and control engineering. Earlier, the use of inverted pendulum concentrates with the PID controller, which may not be suitable to analyze all aspects of the system. In recent decades, the use of Model Predictive Controller (MPC) has been encouraged because of its versatility. Also, the updated version of MPC known as Explicit-MPC and Gain Scheduled MPC have provided promising and accurate result than others. This paper presents the comparative analysis of various MPC controllers applied on the inverted pendulum holding on a cart. The simulation analysis has been performed using commercially available MATLAB Software and the simulated results are in good agreement.
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