A suitable picking method for the end-effector is the key to achieving low-damage picking.Due to the high moisture content of fresh safflower and its fragile filaments,achieving low-damage picking is a challenge for m...A suitable picking method for the end-effector is the key to achieving low-damage picking.Due to the high moisture content of fresh safflower and its fragile filaments,achieving low-damage picking is a challenge for most picking robots.In this paper,a clamping and root-cutting end-effector for harvesting fresh safflower is developed.It utilizes dual rollers to pre-clamp the filaments and a blade to root-cut the safflower necking to realize the safflower harvesting operation.A mechanical model of dual rollers-blade-filaments cutting was constructed to theoretically analyze the harvesting process.The key factors affecting the performance of the end-effector were identified as blade feed speed,rotation speed,and roller clearance.Using the filament removal rate and damage rate as evaluation indices,the central composite design was carried out.The mathematical model between the test factors and evaluation indices was obtained,and the regression model was optimized with multiple objectives.Finally,the optimal combination of parameters was determined to be a blade feed speed of 40 mm/s,a rotation speed of 318 r/min,and a roller clearance of 0.60 mm.The field test was conducted under the optimal parameter combination,and the filament removal rate and damage rate were 91.25%and 5.57%,respectively.The optimized results had an error of less than 5%,indicating that the designed end-effector can harvest filaments with high removal and low damage rates.This study provides a reference for the low-damage harvesting of fresh safflower.展开更多
基金supported by the National Natural Science Foundation of China(Grants No.32460449,52265041,and 31901417)The authors also acknowledge the Central Guidance for Local Science and Technology Development Funding Projects under Grant No.ZYYD2025ZY11 and Key Laboratory of Xinjiang Intelligent Agricultural Equipment,China for their assistance in conducting field experiments.
文摘A suitable picking method for the end-effector is the key to achieving low-damage picking.Due to the high moisture content of fresh safflower and its fragile filaments,achieving low-damage picking is a challenge for most picking robots.In this paper,a clamping and root-cutting end-effector for harvesting fresh safflower is developed.It utilizes dual rollers to pre-clamp the filaments and a blade to root-cut the safflower necking to realize the safflower harvesting operation.A mechanical model of dual rollers-blade-filaments cutting was constructed to theoretically analyze the harvesting process.The key factors affecting the performance of the end-effector were identified as blade feed speed,rotation speed,and roller clearance.Using the filament removal rate and damage rate as evaluation indices,the central composite design was carried out.The mathematical model between the test factors and evaluation indices was obtained,and the regression model was optimized with multiple objectives.Finally,the optimal combination of parameters was determined to be a blade feed speed of 40 mm/s,a rotation speed of 318 r/min,and a roller clearance of 0.60 mm.The field test was conducted under the optimal parameter combination,and the filament removal rate and damage rate were 91.25%and 5.57%,respectively.The optimized results had an error of less than 5%,indicating that the designed end-effector can harvest filaments with high removal and low damage rates.This study provides a reference for the low-damage harvesting of fresh safflower.
