New strawberry harvesting robot for elevated-trough culture

IF 2.2 2区 农林科学 Q2 AGRICULTURAL ENGINEERING International Journal of Agricultural and Biological Engineering Pub Date : 2012-06-28 DOI:10.25165/IJABE.V5I2.495
Qingchun Feng, Wang Xiu, W. Zheng, Quan Qiu, Jiang Kai
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引用次数: 71

Abstract

Feng Qingchun*, Wang Xiu, Zheng Wengang, Qiu Quan, Jiang Kai (National Engineering Research Center for Information Technology in Agriculture, Beijing 100097, China) Abstract: In order to improve robotic harvesting and reduce production cost, a harvesting robot system for strawberry on the elevated-trough culture was designed. It was supposed to serve for sightseeing agriculture and technological education. Based on the sonar-camera sensor, an autonomous navigation system of the harvesting robot was built to move along the trough lines independently. The mature fruits were recognized according to the H (Hue) and S (Saturation) color feature and the picking-point were located by the binocular-vision unit. A nondestructive end-effector, used to suck the fruit, hold and cut the fruit-stem, was designed to prevent pericarp damage and disease infection. A joint-type industrial manipulator with six degrees-of-freedom (DOF) was utilized to carry the end-effector. The key points and time steps for the collision-free and rapid motion of manipulator were planned. Experimental results showed that all the 100 mature strawberry targets were recognized automatically in the harvesting test. The success harvesting rate was 86%, and the success harvesting operation cost 31.3 seconds on average, including a single harvest operation of 10 seconds. The average error for fruit location was less than 4.6 mm. Keywords: strawberry harvesting robot, elevated-trough culture, machine vision, nondestructive end-effector, autonomous navigation system, manipulator, sensor DOI: 10.3965/j.ijabe.20120502.001 Citation: Feng Q C, Wang X, Zheng W G, Qiu Q, Jiang K. New strawberry harvesting robot for elevated-trough culture. Int J Agric & Biol Eng, 2012; 5(2): 1
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新型高架槽栽培草莓收获机器人
冯庆春*,王秀,郑文刚,邱泉,姜凯(农业信息化国家工程技术研究中心,北京100097)摘要:为了提高机器人采收水平,降低生产成本,设计了一种草莓高架槽栽培机器人采收系统。它被认为是观光农业和技术教育的服务。基于声纳相机传感器,构建了采收机器人自主导航系统,实现了采收机器人沿槽线独立移动。利用色相(H)和饱和度(S)特征对成熟果实进行识别,并利用双筒视觉单元定位采摘点。设计了一种非破坏性的末端执行器,用于吸果、握住和切断果茎,以防止果皮损伤和疾病感染。采用六自由度关节式工业机械臂作为末端执行器的载体。规划了实现机械手无碰撞快速运动的关键点和时间步长。实验结果表明,在采收试验中,100个成熟草莓目标均能自动识别。采收成功率为86%,成功采收作业平均耗时31.3秒,其中单次采收作业耗时10秒。果实定位的平均误差小于4.6 mm。关键词:草莓收获机器人,槽式培养,机器视觉,无损末端执行器,自主导航系统,机械手,传感器DOI: 10.3969 / jj . jj .20120502.001引用本文:冯庆春,王鑫,郑文国,邱强,姜奎。新型槽式培养草莓收获机器人。农业与生物工程学报,2012;5 (2): 1
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来源期刊
CiteScore
4.30
自引率
12.50%
发文量
88
审稿时长
24 weeks
期刊介绍: International Journal of Agricultural and Biological Engineering (IJABE, https://www.ijabe.org) is a peer reviewed open access international journal. IJABE, started in 2008, is a joint publication co-sponsored by US-based Association of Agricultural, Biological and Food Engineers (AOCABFE) and China-based Chinese Society of Agricultural Engineering (CSAE). The ISSN 1934-6344 and eISSN 1934-6352 numbers for both print and online IJABE have been registered in US. Now, Int. J. Agric. & Biol. Eng (IJABE) is published in both online and print version by Chinese Academy of Agricultural Engineering.
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