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并联式智能采茶机器人关键技术与装备研发与应用

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

parallel typetea picking robotintelligenceequipment

姜宽舒、丁龙保、张东凤、宋元山、孟祥威、丁皓、孟德伟

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江苏农林职业技术学院,江苏 句容

江苏大学,江苏镇江

并联式 采茶机器人 智能化 装备研发

江苏农林职业技术学院科技项目江苏农林职业技术学院亚夫科技创新与服务重大项目

2020k j0172023k j06

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
年,卷(期):2024.(4)
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