4 results on '"pruning end-effector"'
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2. An Apple Tree Branch Pruning Analysis.
- Author
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Zahid, Azlan, Mahmud, Md Sultan, Long He, Schupp, James, Choi, Daeun, and Heinemann, Paul
- Subjects
TREE pruning ,TREE branches ,UNITS of measurement ,TORQUE - Abstract
The torque required to cut branches is an important parameter for designing a robotic end-effector for pruning apple (Malus×domestica) trees. In this study, the branch cutting torque was measured because it is important for the future development of a robotic pruning end-effector. To measure the branch cutting torque, a force-measuring sensor was integrated with a manual shear pruner. An inertial measurement unit sensor was also used to monitor the angle between the shear blades and the branch. Field tests were conducted for ‘Fuji’, ‘Gala’, ‘Honeycrisp’, and ‘Golden Delicious’ trees, and the cutting torque was calculated for different branch diameters. The results indicated that the branch diameter is one of the most important factors influencing the pruning torque requirements for all tested cultivars. The statistical tests (0.05 significance) revealed that the pruning torque varies significantly for different branch diameters ranging from 6 to 20 mm. It was found that the cutting torque required for the ‘Honeycrisp’ branches was significantly lower than that for ‘Gala’, ‘Fuji’, and ‘Golden Delicious’ branches. ‘Gala’ branches had the highest torque requirements. To cut branches of ‘Fuji’ trees, the required cutting torque for branches placed at the cutter center was higher compared with the cutter pivot. The statistical tests indicated that the difference in required cutting torques for both branch–blade contact points was significant (0.05 level of significance). The cutting torque requirement for a 30° angle (bevel) cut was higher compared with a 0° (straight) cut for ‘Fuji’ apple trees, but the statistical analysis suggested that the difference was insignificant at a level of significance of 0.05. Comparing all test results (four cultivars and cutting settings), the highest cutting torque of 6.98 Nm was observed for ‘Fuji’ branches with a diameter of 20 mm for a straight cut with the branch placed at the shear cutter center. Therefore, it is suggested that the robotic pruner should provide a comparable torque for successful cutting. The outcomes of this study are important for the selection of appropriate cutting mechanisms for the future development of a robotic pruning system. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
3. DEVELOPMENT OF A ROBOTIC END-EFFECTOR FOR APPLE TREE PRUNING.
- Author
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Zahid, A., He, L., Zeng, L., Choi, D., Schupp, J., and Heinemann, P.
- Subjects
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TREE pruning , *LINEAR control systems , *APPLES , *AIR cylinders , *ROBOTICS , *TREE crops , *SURGICAL robots , *MEDICAL robotics - Abstract
Robotics and automation technologies are now used extensively in agriculture, while production operations for tree fruit crops still largely depend on manual labor. Manual pruning is a labor-intensive and costly task in apple production. Robotic pruning is a potential solution, but it involves several challenges due to the unstructured work environment. This study focused on designing an end-effector prototype for pruning considering the maneuvering, spatial, mechanical, and horticultural requirements. Branch cutting force was measured with a thin force sensor to provide guidelines for the end-effector design. The test results indicated the relationship between the force required to cut different diameter branches with an R2 value of 0.93. The end-effector was developed using two rotary motors, a pneumatic cylinder, and a pair of bypass shear blades. A three-directional linear manipulator system and a control system were built for moving the endeffector to targeted locations. A mathematical model was developed for simulation of the workspace utilization and reachable points of the end-effector. The simulation results indicated that the end-effector can be aligned in a wide range of orientations of the cutter. Field tests were conducted for validation of the simulation results and performance assessment of the end-effector. The results indicated that the end-effector with the current parameter settings successfully cut branches up to 12 mm in diameter and was able to cut branches in a wide range of possible orientations in a given 3D space. The robotic end-effector developed in this study is a core component of an automated pruning system for fruit trees. In future work, an integrated manipulator system will be developed for branch accessibility with collision-free trajectories [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
4. Development of an integrated 3R end-effector with a cartesian manipulator for pruning apple trees.
- Author
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Zahid, Azlan, Mahmud, Md Sultan, He, Long, Choi, Daeun, Heinemann, Paul, and Schupp, James
- Subjects
- *
TREE pruning , *MANIPULATORS (Machinery) , *GRAPHICAL user interfaces , *DEGREES of freedom , *PRUNING - Abstract
• A 3R DoF end-effector was integrated with a cartesian manipulator for tree pruning. • Reachable workspace, dexterity and manipulability of the end-effector were analyzed. • The end-effector was able to reach branches with an appropriate cutter orientation. • The shear cutter was able to cut ≤25 mm diameter branches of different orientations. Robotic pruning is a potential solution to address the issues of labor shortages and high associated costs, but it has challenges due to the unstructured working environment. For successful robotic pruning, target branches have to be reached with fewer spatial requirements for the end-effector cutter and the manipulator. A three-rotational (3R) degrees of freedom (DoF) end-effector was designed considering maneuvering, spatial, mechanical, and horticultural requirements. Simulations were conducted with the end-effector to investigate the reachable workspace, the cutter frame orientation, and the manipulability index. The simulation results suggested that the proposed design has a spherical reachable workspace with a void due to the presence of a physical constraint of the linear arm. The manipulability index was determined to be independent of the rotation of the first and last joint of the end-effector. The prototype of the proposed end-effector was integrated with a cartesian manipulator. An Arduino-based control system was developed along utilizing a Matlab graphical user interface (GUI). A series of field tests were conducted on 'Fuji'/Bud. 9 apple trees with trellis-trained architecture. The field tests validated the simulation results, and the end-effector successfully cut branches up to ~25 mm diameter at wide range of orientations. This study provides the foundation for future investigations of branch accessibility for pruning with an integrated 3R end-effector and a cartesian manipulator system following a collision free trajectory. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
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