科学技术创新2024,Issue(4) :43-47.

并联式智能采茶机器人关键技术与装备研发与应用

Research and Application of Key Technologies and Equipment for Parallel Intelligent Tea Picking Robot

姜宽舒 丁龙保 张东凤 宋元山 孟祥威 丁皓 孟德伟
科学技术创新2024,Issue(4) :43-47.

并联式智能采茶机器人关键技术与装备研发与应用

Research and Application of Key Technologies and Equipment for Parallel Intelligent Tea Picking Robot

姜宽舒 1丁龙保 2张东凤 2宋元山 2孟祥威 2丁皓 2孟德伟2
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作者信息

  • 1. 江苏农林职业技术学院,江苏 句容;江苏大学,江苏镇江
  • 2. 江苏农林职业技术学院,江苏 句容
  • 折叠

摘要

本项目拟研发一种适用于高端名优茶叶采摘的智能采茶机器人:利用图像识别和人工智能算法,精准辨识芽叶的颜色、形状等信息,做到对茶叶嫩芽精准识别;通过自适应控制等控制系统设计方法与神经网络算等相结合,使机械臂更加灵活精准采摘茶叶;设计自适应式底盘,可根据坡度调整机身姿态,适应复杂茶厂地貌.并结合GPS-RTK技术和惯性导航系统,实现茶园路径规划、自主巡航、自主避障等多种功能,实现全天候自动化作业.提高名优茶采摘产能,为今后开展全自动茶叶采摘技术设备的研发提供理论和实践参考.

Abstract

This project aims to develop an intelligent tea picking robot suitable for high-end and high-quality tea picking.It utilizes image recognition and artificial intelligence algorithms to accurately identify the color,shape,and other information of tea buds,achieving accurate identification of tea buds;By combining control system design methods such as adaptive control with neural network algorithms,the robotic arm is more flexible and precise in picking tea leaves;Design an adaptive chassis that can adjust the body posture accord-ing to the slope and adapt to complex tea factory landforms.And combined with GPS-RTK technology and inertial navigation system,it achieves various functions such as tea garden path planning,autonomous cruising,autonomous obstacle avoidance,and achieves all-weather automated operation.Improving the production capaci-ty of famous and high-quality tea picking,providing theoretical and practical reference for the future develop-ment of fully automatic tea picking technology equipment.

关键词

并联式/采茶机器人/智能化/装备研发

Key words

parallel type/tea picking robot/intelligence/equipment

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基金项目

江苏农林职业技术学院科技项目(2020k j017)

江苏农林职业技术学院亚夫科技创新与服务重大项目(2023k j06)

出版年

2024
科学技术创新
黑龙江省科普事业中心

科学技术创新

影响因子:0.842
ISSN:1673-1328
参考文献量7
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