果蔬采摘机器人末端执行器的柔顺抓取力控制
为了尽可能减小采摘机器人末端执行器在采摘过程中对果蔬的损伤,提出了一种基于广义比例积分(GPI,generalizedproportionalintegral)的抓取力矩控制方法。首先,对由电机驱动的末端执行器建立模型,推导出电机输入电压与负载力矩之间的数学关系;然后,利用积分重构器设计GPI力矩反馈控制器,将力偏差转化为电机的输入电压控制。该方法不需要对力矩跟踪误差进行求导计算,避免了求导所带来的系统延时和噪声问题。仿真和实物抓取试验结果表明,采用GPI的末端执行器力矩控制对跟定信号的跟踪误差达到10-3量级,具有良好的力矩跟踪能力,与传统PI(proportionalintegral)控制...
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Published in | 农业工程学报 Vol. 30; no. 9; pp. 19 - 26 |
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Main Author | |
Format | Journal Article |
Language | Chinese |
Published |
机械工业设施农业测控技术与装备重点实验室,镇江212013%江苏大学电气信息工程学院,镇江,212013%东南大学复杂工程系统测量与控制教育部重点实验室,南京,210096
2014
江苏大学电气信息工程学院,镇江 212013 |
Subjects | |
Online Access | Get full text |
ISSN | 1002-6819 |
DOI | 10.3969/j.issn.1002-6819.2014.09.003 |
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Summary: | 为了尽可能减小采摘机器人末端执行器在采摘过程中对果蔬的损伤,提出了一种基于广义比例积分(GPI,generalizedproportionalintegral)的抓取力矩控制方法。首先,对由电机驱动的末端执行器建立模型,推导出电机输入电压与负载力矩之间的数学关系;然后,利用积分重构器设计GPI力矩反馈控制器,将力偏差转化为电机的输入电压控制。该方法不需要对力矩跟踪误差进行求导计算,避免了求导所带来的系统延时和噪声问题。仿真和实物抓取试验结果表明,采用GPI的末端执行器力矩控制对跟定信号的跟踪误差达到10-3量级,具有良好的力矩跟踪能力,与传统PI(proportionalintegral)控制方法相比,其控制力矩和电机控制电压输出平稳,降低了末端执行器抓取时对果蔬的损伤,无损采摘效率达到90%,比PI控制的采摘完好率高出8个百分点,适合于对果蔬的柔顺抓取控制。该研究可为果蔬采摘机器人无损采摘提供参考。 |
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Bibliography: | 11-2047/S Ji Wei, Luo Dawei, Li Junle, Yang Jun, Zhao Dean (1. School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China; 2. Key Laboratory of Measurement and Control of Complex Systems of Engineering, Ministry of Education, Southeast University, Nanjing 210096, China; 3. Key Laboratory of Facility Agriculture Measurement and Control Technology and Equipment of Machinery Industry, Zhenjiang 212013, China) robots;models;control systems;end-effectors;generalized proportional integral;compliance control In order to minimize the harm due to robot end-effector grasp fruits and vegetables, a generalized proportional integral (GPI) output feedback control scheme is proposed in this paper. First, the study object is the end-effector with two fingers that mounted on the top of a rigid manipulator, force sensors are mounted at the root of the finger, the output force signal was obtained by a force sensor, treating the model of the end-effector as a particle model and gravity does not af |
ISSN: | 1002-6819 |
DOI: | 10.3969/j.issn.1002-6819.2014.09.003 |