基于改进危险场和梯度投影法的混凝土泵车臂架避障控制仿真与实验

IF 0.8 4区 工程技术 Q4 ENGINEERING, MECHANICAL Transactions of The Canadian Society for Mechanical Engineering Pub Date : 2023-05-12 DOI:10.1139/tcsme-2022-0134
Yi Huang, Yong Hu, Jianwu Liu, S. M. Tarikul Islam
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引用次数: 0

摘要

针对传统机器人避障算法直接应用于混凝土泵车臂架主从式任务转换的不足,提出了一种结合改进的危险场和改进的梯度投影方法的臂架避障控制算法。在该方法中,使用关节极限避免功能来避免动臂关节的角度超限。并对危险场表达式进行了修正,以提高其工程适用性。此外,还引入了平滑调整因子,以提高动臂主从任务转换的平滑性。通过仿真讨论了关键控制参数对动臂运动安全性和准确性的影响,给出了参数的合理取值范围。并通过实验验证了算法的有效性。该方法为多关节串联臂工程机械的避障控制提供了一种解决方案。
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Simulation and experiment on obstacle avoidance control of concrete pump truck boom based on improved danger field and gradient projection method
Aiming at the shortcomings of the traditional robot obstacle avoidance algorithm applied directly to the leader-follower task transformation of concrete pump truck boom, an algorithm combined with improved danger field and improved gradient projection method for obstacle avoidance control of the boom is proposed. In the method, a joint limit avoidance function is used to avoid the angle overrun of the boom joints. And the danger field expression is modified to improve its engineering suitability. Moreover, a smoothing adjustment factor is introduced to improve the smoothness of the leader-follower task transformation of the boom. The influence of key control parameters on the safety and accuracy of boom movement is discussed through the simulation, and the reasonable ranges of the parameters are given. Furthermore, experiments are carried out to verify the effectiveness of the algorithm. The method provides a solution for obstacle avoidance control of construction machinery with multi-joint series boom.
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来源期刊
CiteScore
2.30
自引率
0.00%
发文量
53
审稿时长
5 months
期刊介绍: Published since 1972, Transactions of the Canadian Society for Mechanical Engineering is a quarterly journal that publishes comprehensive research articles and notes in the broad field of mechanical engineering. New advances in energy systems, biomechanics, engineering analysis and design, environmental engineering, materials technology, advanced manufacturing, mechatronics, MEMS, nanotechnology, thermo-fluids engineering, and transportation systems are featured.
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