基于水稻穗部运动特性的气动传粉器工作参数优化

IF 1.2 4区 农林科学 Q3 AGRICULTURAL ENGINEERING
Te Xi, Huaiqu Feng, Yongwei Wang, D. Yang, Dong-Lin Li, Fuqiang Yao, Jun Wang
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引用次数: 0

摘要

建立了一个研究穗部运动特性的实验平台。建立了锥体运动特性与工作参数的回归模型。基于水稻穗部运动特性,进行了多目标优化。田间授粉试验验证了优化后的工作参数组合。摘要花粉的脱落和传播过程与杂交水稻穗粒的运动状态有着密不可分的联系。本研究旨在研究气动传粉器工作参数对杂交水稻花期穗部运动特性的影响,进一步优化气动传粉器的工作参数。建立了一个实验平台来表征穗部的运动。以风速、动作位置、行走速度为试验因素,以水稻穗位移、速度、加速度等运动学参数为试验指标,进行正交试验。建立了工作参数与水稻穗部运动特性之间的二次回归模型,并用方差分析(ANOVA)对其进行了分析。采用矩阵分析法对工作参数组合进行多目标优化。进行了田间授粉试验,优化了各参数组合。结果表明,各回归模型的决定系数均在0.85以上,具有较好的准确性。当气流速度为24 m/s,动作位置距穗顶120mm,行走速度为0.4 m/s时,穗的运动特性,包括位移最大值、速度最大值和加速度最大值都能保持在较高的水平。田间试验结果表明,优化后的花粉密度、分布和均匀性较好。该研究可为气动杂交水稻传粉理论的发展和传粉器结构的优化设计提供参考。关键词:杂交水稻制种,运动特性,机械化授粉,多目标优化
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimizing the Working Parameters of Pneumatic Pollinators Based on the Kinematic Properties of Rice Panicles
Highlights An experimental platform for the kinematic characteristics of panicles was constructed. A regression model for the kinematic characteristics of panicles and working parameters was established. The multi-objective optimization based on the kinematic characteristics of rice panicles was carried out. The optimized combination of working parameters was verified by field pollination experiments. Abstract. Pollen shedding and dispersal processes are inextricably linked to the movement state of hybrid rice panicles. The purpose of this work was to study the effect of the working parameters of the pneumatic pollinator on the kinematic characteristics of hybrid rice panicles during flowering and to further optimize the working parameters of the pollinator. An experimental platform was built to characterize the movement of the panicle. Orthogonal experiments were conducted with airflow velocity, action position, and walking speed as experimental factors and kinematic parameters such as displacement, velocity, and acceleration of the rice panicle as experimental indicators. A quadratic regression model between the working parameters and the motion characteristics of the rice panicle was constructed and analyzed by analysis of variance (ANOVA). Matrix analysis was used for multi-objective optimization of the working parameter combinations. Field pollination trials were conducted for the optimized combination of parameters. The results showed that the coefficients of determination of the regression models were all above 0.85, which indicated good accuracy. The motion characteristics of the panicle, including the displacement maximum, velocity maximum, and acceleration maximum, can be maintained at a high level when the airflow velocity is 24 m/s, the action position is 120 mm from the top of the panicle, and the walking speed is 0.4 m/s. The field experiments showed that the optimization results could obtain the desired pollen density, distribution, and uniformity. This study can serve as a reference for the development of pneumatic hybrid rice pollination theory and the optimal design of the pollinator structure. Keywords: Hybrid rice seed production, Kinematic characteristics, Mechanized pollination, Multi-objective optimization.
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