과채류 수확을 위한 로봇 엔드이펙터 리뷰
A Review of End-effector for Fruit and Vegetable Harvesting Robo
1
조회
0
다운로드
5
인용
0
참고문헌
키워드
초록
Fruit and vegetable harvesting robots have been widely studied and developed in recent years to reduce the cost of harvesting tasks such as labor and time. However, harvesting robots have many challenges due to the difficulty and uncertainty of task. In this paper, we characterize the crop environment related to the harvesting robot and analyzes state-of-the-art of the harvesting robot especially, in the viewpoint of robotic end-effector. The end-effector, an one of most important element of the harvesting robot, was classified into gripper and harvesting module, which were reviewed in more detail. Performance measures for the evaluation of harvesting robot such as test, detachment success, harvest success, and cycle time were also introduced. Furthermore, we discuss the current limitations of the harvesting robot and challenges and directions for future research.
Abstract
Fruit and vegetable harvesting robots have been widely studied and developed in recent years to reduce the cost of harvesting tasks such as labor and time. However, harvesting robots have many challenges due to the difficulty and uncertainty of task. In this paper, we characterize the crop environment related to the harvesting robot and analyzes state-of-the-art of the harvesting robot especially, in the viewpoint of robotic end-effector. The end-effector, an one of most important element of the harvesting robot, was classified into gripper and harvesting module, which were reviewed in more detail. Performance measures for the evaluation of harvesting robot such as test, detachment success, harvest success, and cycle time were also introduced. Furthermore, we discuss the current limitations of the harvesting robot and challenges and directions for future research.
참고문헌 (36)
- J. Kim, "Unmanned aerial vehicles in agriculture : A review of perspective of platform, control, and application", IEEE Access, 7, pp.105100~105115 (2019)
- C. W. Bac, "Harvesting robots for high-value crops : State-of-the-art review and challenges ahead", Journal of Field Robotics, 31(6), pp.888~911 (2014)
- X. Zou, "Fault-tolerant design of a limited universal fruit-picking end-effector based on vision-positioning error", Applied Engineering in Agriculture, 32(1), pp.5~18 (2016)
- B. Arad, "Development of a sweet pepper harvesting robot", Journal of Field Robotic (2020)
- C. Lehnert, "Autonomous sweet pepper harvesting for protected cropping systems", IEEE Robotics and Automation Letters, 2(2), pp.872~879 (2017)
- A. Silwal, "Design, integration, and field evaluation of a robotic apple harvester", Journal of Field Robotics, 34(6), pp.1140~1159 (2017)
- Z. De-An, "Design and control of an apple harvesting robot", Biosystems Engineering, 110(2), pp.112~122 (2011)
- Y. Wang, "End-effector with a bite mode for harvesting citrus fruit in random stalk orientation environment", Computers and Electronics in Agriculture, 157, pp.454~470 (2019)
- L. Mu, "Design of end-effector for kiwifruit harvesting robot experiment", 2017 ASABE Annual International Meeting (2017)
- Z. Yuanshen, "Dual-arm robot design and testing for harvesting tomato in greenhouse", IFAC-Papers Online, 49(16), pp.161~165 (2016)
- Y. -C. Chiu, "Development of the end-effector of a picking robot for greenhouse-grown tomatoes", Applied Engineering in Agriculture, 29(6), pp.1001~1009 (2013)
- Q. Feng, "Design and test of robotics harvesting system for cherry tomato", International Journal of Agricultural and Biological Engineering, 11(1), pp.96~100 (2018)
- N. Kondo, "Development of an end-effector for a tomato cluster harvesting robot", Engineering in Agriculture, Environment and Food, 3(1), pp.20~24 (2010)
- S. Hayashi, "Evaluation of a strawberryharvesting robot in a field test", Biosystems Engineering, 105(2), pp.160~171 (2010)
- S. Hayashi, "Field operation of a movable strawberry-harvesting robot using a travel platform", Japan Agricultural Research Quarterly : JARQ, 48(3), pp.307~316 (2014)
- 한길수, "Strawberry Harvesting Robot for Bench-type Cultivation", Journal of Biosystems Engineering, 37(1), pp.65~74 (2012), 한국농업기계학회
- Y. Xiong, "Development and field evaluation of a strawberry harvesting robot with a cable-driven gripper", Computers and Electronics in Agriculture, 157, pp.392~402 (2019)
- Y. Hui, "Design and Experiment of End-effector for Eggplant Picking Robot", 2018 ASABE Annual International Meeting (2018)
- S. Bachche, "Performance testing of thermal cutting systems for sweet pepper harvesting robot in greenhouse horticulture", Journal of System Design and Dynamics, 7(1), pp.36~51 (2013)
- C. W. Bac, "Performance evaluation of a harvesting robot for sweet pepper", Journal of Field Robotics, 34(6), pp.1123~1139 (2017)
- E. J. Van Henten, "Field test of an autonomous cucumber picking robot", Biosystems Engineering, 86(3), pp.305~313 (2003)
- J.N, Reed, "Initial experiment in robotic mushroom harvesting", Mechatronics, 4(3), pp.265~279 (1994)
- J. N. Reed, "AE-Automation and emerging technologies : Automatic mushroom harvester development", Journal of Agricultural Engineering Research, 78(1), pp.15~23 (2001)
- S. Sakai, "Design and control of a heavy material handling manipulator for agricultural robots", Autonomous Robots, 25(3), pp.189~204 (2008)
- A. Leu, "Robotic green asparagus selective harvesting", IEEE, 2017, pp.22(6), 2401~2410
- S. Cho, "Design of a 4-Finger End-Effector for paprika harvesting", 2018 18th International Conference on Control, Automation and System (ICCAS), pp.255~257 (2018)
- J. Shintake, "Soft robotic grippers", Advanced Materials, 30(29), pp.1707035~ (2018)
- C. J. Hohimer, "Design and field evaluation of a robotic apple harvesting system with a 3D-printed soft-robotic end-effector", Transaction of the ASABE, 62(2), pp.405~414 (2019)
- H. J, Jeong, "Development of soft gripper for automatic tomato harvesting robot in controlled environments horticulture", KSAM Spring Conference, pp.489~490 (2019)
- H. Yaguchi, "Development of an autonomous tomato harvesting robot with rotational plucking gripper", 2016 IEEE, 2016, 652~657
- J. Hemming, "Field test of different end-effectors for robotic harvesting of sweetpepper", ISHS Acta Horticulture, 1130, pp.567~574 (2014)
- J. Hemming, "A robot for harvesting sweet-pepper in greenhouses", AgEng 2014 (2014)
- Y. Xiong, "An autonomous strawberry-harvesting robot : Design, development, integration, and field evaluation", Journal of Field Robotics, 37(2), pp.202~224 (2020)
- H. Sarabu, "Graph-Based Cooperative Robot Path Planning in Agriculture Environments", 2019IEEE, 2019, 519~525
- C. W. Bac, "Analysis of a motion planning problem for sweet-pepper harvesting in a dense obstacle environment", Biosystems Engineering, 146, pp.85~97 (2016)
- 윤현중, "Shadow Space Modeling and Task Planning for Collision-free Cooperation of Dual Manipulators for Planar Task", International Journal of Control, Automation, and Systems, 17(4), pp.995~1006 (2019), 제어·로봇·시스템학회[DOI]
