Self-adaption grasping force analysis for an apple sorting hand-claw with robustness

Abstract

SUMMARYA flexible apple sorting hand-claw with three fingers evenly on the spiral chuck is designed. Each finger with series double hinges is driven by one air-cylinder. Sizes of hand-claw and parameters of two torsion springs round axes of series double hinges are obtained via global optimization based on the grid method so that the two torsion springs exhibit a coordinative function to enhance compliance for grasping apples of different sizes under the same system pressure. Besides, the critical pressures and bending deflection between different working processes are studied. Results show that hinge 2 begins to rotate at 0.0270 MPa pressure, and when the pressure increases to 0.0634 MPa and 0.0746 MPa, hand-claw begins to touch the biggest and the smallest apples respectively. The curve of torsional angle versus pressure presents that angular velocity droops with homogeneous extension. Therefore, it is able to reduce impact and time in vain during the grasping process. Crucially, the grasping forces for grasping the smallest and the biggest apple are 4 N and 4.38 N respectively under the same 0.5 MPa pressure, indicating the excellent adaption performance and robust result for size variation of apples without any force sensors.

Neuromorphic Vision Based Contact-Level Classification in Robotic Grasping Applications

“…It achieved a sorting goal that is based on recognizing target shapes and position utilizing the Region Proposal Generation (RPN) and the VGG-16 model. Work in [ 5 ] designed a self-adopting claw for sorting apples, which can adjust grasping force by regulating the angular displacements of hinges according to sizes of apples. Recently, soft-gripper is employed in industry for sorting applications [ 6 , 7 ].…”