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Internal-Stably Energy-Saving Cooperative Control of Articulated Wheeled Robot with Distributed Drive Units

  • Yi Yang
  • , Huishuai Peng
  • , Zhexi Hu
  • , Haoyu Li
  • , Shanshan Xie*
  • *此作品的通讯作者
  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

Articulated wheeled robots play a crucial role in the logistics industry. However, conventional tractor-driven articulated wheeled robots exhibit poor internal stability and are prone to jackknifing, while also consuming a significant amount of energy. By deploying distributed drives and coordinating control among multiple drives, these issues can be effectively addressed. However, the flexible connections between the bodies of articulated vehicles pose significant challenges to the coordinated control of distributed drives. This paper proposes a multi-drive unit coordinated control algorithm based on driving force equivalence and allocation. A neural network is used to predict the driving force, and through non-linear driving force equivalence, a feedforward driving force is obtained. This is combined with a closed-loop feedback compensation controller to form a control architecture that integrates feedforward and feedback, resulting in the equivalent total driving force for the vehicle queue. Subsequently, an equivalent distribution strategy allocates the required driving force to each drive, enabling the vehicle bodies to achieve accurate and stable speed tracking while allowing each drive to operate near its efficient operating point, thereby reducing total energy consumption. Experiments demonstrate that our algorithm significantly lowers the total energy consumption of the vehicle queue under standard operating conditions while ensuring speed-tracking accuracy and improving internal stability.

源语言英语
主期刊名2025 IEEE International Conference on Robotics and Automation, ICRA 2025
编辑Christian Ott, Henny Admoni, Sven Behnke, Stjepan Bogdan, Aude Bolopion, Youngjin Choi, Fanny Ficuciello, Nicholas Gans, Clement Gosselin, Kensuke Harada, Erdal Kayacan, H. Jin Kim, Stefan Leutenegger, Zhe Liu, Perla Maiolino, Lino Marques, Takamitsu Matsubara, Anastasia Mavromatti, Mark Minor, Jason O'Kane, Hae Won Park, Hae-Won Park, Ioannis Rekleitis, Federico Renda, Elisa Ricci, Laurel D. Riek, Lorenzo Sabattini, Shaojie Shen, Yu Sun, Pierre-Brice Wieber, Katsu Yamane, Jingjin Yu
出版商Institute of Electrical and Electronics Engineers Inc.
页3459-3465
页数7
ISBN(电子版)9798331541392
DOI
出版状态已出版 - 2025
已对外发布是
活动2025 IEEE International Conference on Robotics and Automation, ICRA 2025 - Atlanta, 美国
期限: 19 5月 2025 → 23 5月 2025

丛书

姓名Proceedings - IEEE International Conference on Robotics and Automation
ISSN(印刷版)1050-4729

会议

会议2025 IEEE International Conference on Robotics and Automation, ICRA 2025
国家/地区美国
市Atlanta
时期19/05/25 → 23/05/25

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