基于作业适用性的苹果园斜式升降装置参数多目标优化与试验OA
Multi-objective optimization and experiment of parameters for an inclined lifting device in apple orchards based on operational applicability
针对宽行密植苹果园中,传统竖直升降装置与纺锤形树冠空间不匹配,导致果农作业姿态不良、上肢及腰背部负荷过大的问题,本研究提出一种斜式升降装置设计方案.通过构建融合树冠形态、人机工程学与平台稳定性的多目标优化模型,以作业面积最大化为目标,腰背部受力与抗倾覆稳定性为约束,对斜式升降装置的斜倾角和最大伸缩量进行优化.结果表明:通过第二代非支配排序遗传算法求解得到帕累托最优参数为倾斜角74.4°和最大伸缩量1 524.4 mm;田间对比试验显示,与竖直升降装置相比,斜式升降装置使作业点轨迹处于人机工程学舒适窗口内的概率提升了 56.43%,作业者腰部肌肉激活收缩水平下降58.80%.该装置有效提升了作业平台对纺锤形树冠的适配性,显著降低了作业者的生理负荷,为果园高效低损作业装备的研发提供了新思路.
In wide-row,high-density apple orchards,the spatial mismatch between traditional vertical lifting devices and spindle-shaped tree canopies often results in poor working postures and excessive physical Istrain on the upper limbs and lower back of operators.To address this issue,an inclined lifting device was designed in this study.A multi-objective optimization model integrating canopy geometry,ergonomic principles,and platform stability was established,with the operational area maximized as the objective and the lumbar force and anti-overturning stability taken as constraints.The inclination angle and maximum extension length of the device were optimized using the Non-dominated Sorting Genetic Algorithm Ⅱ(NSGA-Ⅱ).The results show that the Pareto-optimal parameters obtained are an inclination angle of 74.4° and a maximum extension length of 1 524.4 mm.Field comparative experiments demonstrate that,compared with the vertical lifting device,the inclined lifting device increases the probability of the operational trajectory falling within the ergonomic comfort window by 56.43%,and reduces the lumbar muscle activation level by 58.80%.The proposed device effectively improves the platform's adaptability to spindle-shaped canopies,significantly lowers the operator's physiological load,and provides a new direction for the development of efficient and low-strain orchard equipment.
王朋;张詝;李洋;田思博;郭浩;杨欣;李建平
河北农业大学机电工程学院,河北保定 071001河北农业大学机电工程学院,河北保定 071001河北农业大学机电工程学院,河北保定 071001河北农业大学机电工程学院,河北保定 071001河北农业大学机电工程学院,河北保定 071001河北农业大学机电工程学院,河北保定 071001||河北省智慧农业装备技术创新中心,河北保定 071001河北农业大学机电工程学院,河北保定 071001||河北省智慧农业装备技术创新中心,河北保定 071001
农业科技
斜式升降装置作业适用性参数优化非支配排序遗传算法Ⅱ
inclined lifting devicework applicabilityparameter optimizationNSGA-Ⅱ algorithm
《中国农业大学学报》 2026 (5)
166-180,15
河北省现代农业产业技术体系苹果创新团队现代果园装备与智能化项目(HBCT2024150202)国家苹果产业技术体系果园生产管理机械化项目(CARS-27)
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