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Depth Optimization Analysis of Articulated Steering Hinge Position Based on Genetic Algorithm

机译:基于遗传算法的铰接转向铰链位置深度优化分析

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摘要

Articulated steering is affected by the position of the articulated points of the steering cylinder. When the two steering cylinders turn, there is a stroke difference and arm of force difference. The existence of the above differences causes the pressure fluctuation of the steering system. Firstly, the mathematical model of the steering mechanism is established through theoretical analysis. Then, the coordinates of the hinge points of the steering cylinder are optimized using genetic algorithm (GA) with the stroke difference function and cylinder pressure function as the objective functions. The curves of the stroke difference and the arm of force difference of the steering cylinder are obtained by mathematical modeling, and the correctness of the GA is verified. According to the optimization results, the wheel loader prototype was reconstructed, and the reconstruction verified by corresponding sensors. The experimental curves show that the steering system has no obvious pressure fluctuation. Finally, the arm of force difference and stroke difference curves were analyzed, and it was concluded that the arm of force difference was the main cause of pressure fluctuation. The objective function was improved, and the arm of force function and cylinder pressure function were taken as the objective functions to continue the optimization by GA. The arm of force difference and stroke difference after optimization were reduced, which provides a constructive reference for the design of articulated steering systems in the future.
机译:铰接转向受转向缸的铰接点的位置的影响。当两个转向气缸转弯时,有冲程差异和力差的臂。上述差异的存在导致转向系统的压力波动。首先,通过理论分析建立转向机构的数学模型。然后,使用遗传算法(GA)优化转向缸的铰接点的坐标,其行程差函数和气缸压力函数作为目标函数。通过数学建模获得方向筒的冲程差和力差的臂的曲线,并且验证了GA的正确性。根据优化结果,重建轮式装载机原型,并通过相应的传感器验证的重建。实验曲线表明转向系统没有明显的压力波动。最后,分析了力差和行程差异曲线的臂,得出结论,力差的臂是压力波动的主要原因。目标函数得到改善,并且采用了力函数和汽缸压力功能的臂作为目标函数,以继续通过Ga优化。优化后的力差和行程差异的臂减少,这为将来的铰接转向系统设计提供了一种建设性的参考。

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