毛白杨枝部生物力学特性有限元建模及修剪机理分析

IF 7.7 1区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY
Yichen Ban , Yang Liu , Shihong Ba , Kun Lyu , Jian Wen , Xiaopeng Bai , Wenbin Li
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引用次数: 0

摘要

有限元法可以有效地模拟剪枝过程,研究剪枝机理。为了保证仿真结果的可靠性,必须对模型参数进行测量和标定。在本研究中,建立了一个有限元模型来模拟由修剪机器人执行的修剪过程。采用力学试验方法测定毛白杨树枝的生物力学特性。采用Plackett-Burman和Box-Behnken方法对有限元模型参数进行了校准,随后通过森林环境中的现场测试验证了这些校准参数的可靠性。最后,利用标定后的有限元模型,对毛白杨枝条的冲击式剪枝机理进行了研究,进一步解决了在剪枝过程中由于叶片工作参数不合理导致的剪枝质量差、叶片磨损严重的问题。结果表明,校正后的毛白杨树枝生物力学特性有限元模型能较好地模拟修剪过程。此外,仿真结果表明,降低切削速度和增大叶片楔角导致峰值应力降低,从而降低叶片磨损;提高切削速度和减小叶片楔角导致剪枝质量提高。在超过6 m∙s−1的切割速度和小于35°的刀刃楔角下,切割直径为25 mm的树枝,切割份额接近100%。本研究为机器人冲击式剪枝的仿真与优化提供了一个鲁棒模型,对于开发高质量的产品、提高林业剪枝实践水平具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Finite element modeling of the biomechanical properties of Populus tomentosa branches and analysis of pruning mechanisms

Finite element modeling of the biomechanical properties of Populus tomentosa branches and analysis of pruning mechanisms
The finite element method can effectively simulate the pruning process to investigate the pruning mechanism. To ensure the reliability of the simulation results, it is essential to measure and calibrate the model parameters. In this study, a finite element model was established to simulate the pruning process executed by pruning robots. The biomechanical properties of Populus tomentosa branches were determined using mechanical tests. The finite element model parameters were calibrated using the Plackett-Burman and Box-Behnken methods, and the reliability of these calibrated parameters was subsequently validated through field testing in a forest environment. Finally, the calibrated finite element model was used to investigate the impact-cutting pruning mechanism of Populus tomentosa branches to further solve the problems of poor pruning quality and serious blade wear caused by unreasonable working parameters of the blade in the pruning process. The results indicate that the calibrated finite element model of the biomechanical properties of Populus tomentosa branches accurately simulates the pruning process. Moreover, the simulation results show that reducing the cutting speed and increasing the blade wedge angle led to a decrease in the peak stress and thus blade wear while increasing the cutting speed and reducing the blade wedge angle led to an improvement in the pruning quality. At cutting speeds of more than 6 m∙s−1 and with a blade wedge angle of less than 35°, branches with a diameter of 25 mm were cut with a cutting share of nearly 100 %. This study provides a robust model for the simulation and optimization of impact-cutting pruning by robots, which is of considerable significance for the development of high-quality products in the enhancement of forestry pruning practices.
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来源期刊
Computers and Electronics in Agriculture
Computers and Electronics in Agriculture 工程技术-计算机:跨学科应用
CiteScore
15.30
自引率
14.50%
发文量
800
审稿时长
62 days
期刊介绍: Computers and Electronics in Agriculture provides international coverage of advancements in computer hardware, software, electronic instrumentation, and control systems applied to agricultural challenges. Encompassing agronomy, horticulture, forestry, aquaculture, and animal farming, the journal publishes original papers, reviews, and applications notes. It explores the use of computers and electronics in plant or animal agricultural production, covering topics like agricultural soils, water, pests, controlled environments, and waste. The scope extends to on-farm post-harvest operations and relevant technologies, including artificial intelligence, sensors, machine vision, robotics, networking, and simulation modeling. Its companion journal, Smart Agricultural Technology, continues the focus on smart applications in production agriculture.
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