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基于最小作用力的球形果蔬采摘靈巧手接觸力優(yōu)化
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湖北省農(nóng)機裝備補短板核心技術(shù)應(yīng)用攻關(guān)項目(HBSNYT202219)和國家重點研發(fā)計劃項目(2020YFD1000101)


Optimization of Contact Force for Spherical Fruit and Vegetable Picking Dexterous Hand Based on Minimum Force
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    摘要:

    針對末端執(zhí)行器采摘作用力與果蔬匹配性差,導(dǎo)致?lián)p傷率較高,、通用性偏低的問題,提出一種基于靈巧手的球形果蔬無損抓取接觸力優(yōu)化方法。分析球形果蔬采摘的分離方案,建立有摩擦無損點接觸模型,以采摘期的水蜜桃為研究對象,試驗測定指尖材料與水蜜桃的靜摩擦因數(shù)和無損接觸參數(shù),?;谛坷碚摻⒍嘀胳`巧手的運動學(xué)模型以及雅可比矩陣,分析果蔬采摘的力平衡約束,構(gòu)建關(guān)節(jié)接觸點果蔬的力位映射模型,提出基于最小作用力的靈巧手抓取規(guī)劃方法,以采摘水蜜桃為例進行求解分析,基于快速非支配排序遺傳算法(Nondominated sorting genetic algorithm II,NSGAII)實現(xiàn)接觸力的多目標尋優(yōu)。水蜜桃采摘試驗結(jié)果表明,該方法能實現(xiàn)對半徑為2.6~8cm水蜜桃的穩(wěn)定抓取與采摘,有效避免采摘過程中果蔬損傷,實際測量值與理論計算值平均絕對接觸力誤差為0.39N,采摘成功率為92%,無損率為97.8%,平均采摘時間為10.3s,滿足靈巧手無損穩(wěn)定采摘的需求,。

    Abstract:

    Aiming at the problem that the end-effector picking force is poorly matched with fruits and vegetables,resulting in a high damage rate and low versatility,a contact force optimization method for non- destructive grasping of spherical fruits and vegetables based on dexterous hands was proposed. The separation scheme of spherical fruit and vegetable picking was analyzed, and a frictional non-destructive point contact model was established. Peaches in the picking period were taken as the research object,and the static friction coefficient and non-destructive contact parameters between the fingertip material and peaches were experimentally determined. The kinematic model and Jacobian matrix of the multi-finger dexterous hand were established based on the screw theory, the force balance constraint of fruit and vegetable picking was analyzed,and the force-position mapping model of joint contact point fruit and vegetable was constructed. A grasping planning method for dexterous hands based on minimum force was proposed,and the solution analysis was carried out using the picking of peaches as an example,and the optimal solution of the planning model was obtained based on the NSGA II algorithm. Field peach picking experiments showed that this method can achieve stable grasping and picking of peaches with a radius of 2.6 ~ 8 cm,effectively avoiding damage to fruits and vegetables during the picking process. The average absolute contact force error between the actual measured value and the theoretical calculated value was 0.39 N, the picking success rate was 92% , the non-destructive rate was 97.8% , and the average picking time was 10.3 s,which met the needs of dexterous hands for non-destructive and stable picking.

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鮑秀蘭,任夢濤,馬蕭杰,高勝童,包有剛,李善軍.基于最小作用力的球形果蔬采摘靈巧手接觸力優(yōu)化[J].農(nóng)業(yè)機械學(xué)報,2025,56(2):333-341. BAO Xiulan, REN Mengtao, MA Xiaojie, GAO Shengtong, BAO Yougang, LI Shanjun. Optimization of Contact Force for Spherical Fruit and Vegetable Picking Dexterous Hand Based on Minimum Force[J]. Transactions of the Chinese Society for Agricultural Machinery,2025,56(2):333-341.

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  • 收稿日期:2024-07-30
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  • 在線發(fā)布日期: 2025-02-10
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