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土壤中植物根尖动态的最优控制

Optimal control of plant root tip dynamics in soil.

作者信息

Tedone Fabio, Del Dottore Emanuela, Palladino Michele, Mazzolai Barbara, Marcati Pierangelo

机构信息

Gran Sasso Science Institute (GSSI), viale F. Crispi 7, 67100, L'Aquila, Italy. Center for Micro-Biorobotics, Istituto Italiano di Tecnologia (IIT), Viale Rinaldo Piaggio 34, 56025, Pontedera, Italy.

出版信息

Bioinspir Biomim. 2020 Jul 22;15(5):056006. doi: 10.1088/1748-3190/ab9a15.

Abstract

This paper aims to propose a novel approach to model the dynamics of objects that move within the soil, e.g. plants roots. One can assume that external forces are significant only at the tip of the roots, where the plant's growth is actuated. We formulate an optimal control problem that minimises the energy spent by a growing root subject to physical constraints imposed by the surrounding soil at the tip. We study the motion strategy adopted by plant roots to facilitate penetration into the soil, which we hypothesize to be a circumnutation movement. By solving the proposed optimal control problem numerically, we validate the hypothesis that plant roots adopt a circumnutation motion pattern to reduce soil penetration resistance during growth. The proposed formalisation could be applied to replicate such a biological behaviour in robotic systems, to adopt the most efficient strategy for autonomous devices in soil exploration.

摘要

本文旨在提出一种新颖的方法来模拟在土壤中移动的物体(例如植物根系)的动态。可以假设外力仅在根系尖端起重要作用,而植物的生长正是在那里被驱动。我们制定了一个最优控制问题,该问题在考虑根系尖端周围土壤施加的物理约束的情况下,使生长中的根系消耗的能量最小化。我们研究了植物根系为便于穿透土壤而采用的运动策略,我们假设这是一种回旋转头运动。通过数值求解所提出的最优控制问题,我们验证了植物根系采用回旋转头运动模式以降低生长过程中土壤穿透阻力的假设。所提出的形式化方法可应用于在机器人系统中复制这种生物行为,以便为土壤勘探中的自主设备采用最有效的策略。

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