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使用人工神经网络的赛车悬挂系统的弹性识别

Identification of the Forces in the Suspension System of a Race Car Using Artificial Neural Networks

作者:Luis RoseiroCarlos AlcobiaPedro FerreiraAbderrahmane BaieriNajib LaraqiNacim Alilat 作者单位:Mechanical Engineering Department, Coimbra Institute of Engineering, Rua Pedro Nunes -Quinta da Nora, 3030-199 Coimbra, Portugal 加工时间:2014-11-05 信息来源:科技报告(Other) 索取原文[9 页]
关键词:汽车;悬架系统;底盘;神经网络;轮毂
摘 要:The suspension system together with the chassis of the car play an important role in the performance of a race car. The knowledge of the forces that are transmitted through the car's suspension system allows a better adjustment and optimization of various structural components. In this study, an identification method, with a neural network based methodology, was tested using experimental data in order to identify and quantify the horizontal and vertical forces in the wheel hub, which are transmitted to the triangle of the suspension and to the chassis of the car. The obtained results are promising and show that it is possible to use this methodology for real-time monitoring of horizontal and vertical forces acting on the triangle suspension of the formula student car.
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