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A Comparative Study of Pole Placement and LQR in Cart Inverted Pendulum Controller Design

研究成果: 書貢獻/報告類型會議論文篇章

摘要

The inverted pendulum systems have been well recognized as agreeable benchmarks for evaluating various aspects in control systems. It also mimics numerous real-world important physical systems. Many control algorithms have been implemented for the inverted pendulum system. This paper is presented to conduct the comparative study of the pole placement and linear quadratic regulator (LQR) control designs for the cart inverted pendulum system. The dynamic model of the cart inverted pendulum system, including the belt drive system as an actuator, is modelled. Its linearized model is adopted in the controller design based on the pole placement and LQR methods. Simulations were carried out using the full nonlinear model. The control responses from 5 different controllers designed by the two control techniques are simulated to comprehend the benefits of LQR over the pole placement. The simulation results show higher degrees of freedom in the LQR method in manipulating control performance in the individual states.

原文英語
主出版物標題2024 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2024
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9798350362572
DOIs
出版狀態已發佈 - 2024
事件2024 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2024 - Taipei, 臺灣
持續時間: 2024 8月 222024 8月 24

出版系列

名字International Conference on Advanced Robotics and Intelligent Systems, ARIS
ISSN(列印)2374-3255
ISSN(電子)2572-6919

會議

會議2024 International Conference on Advanced Robotics and Intelligent Systems, ARIS 2024
國家/地區臺灣
城市Taipei
期間2024/08/222024/08/24

ASJC Scopus subject areas

  • 控制與系統工程
  • 人工智慧

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