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A Strain-Based Method to Estimate Slip Angle and Tire Working Conditions for Intelligent Tires Using Fuzzy Logic

机译:基于应变的智能轮胎智能轮胎滑角和工况估算方法。

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Tires equipped with sensors, the so-called “intelligent tires”, can provide vital information for control systems, drivers and external users. In this research, tire dynamic strain characteristics in cornering conditions are collected and analysed in relation to the variation of tire working conditions, such as inflation pressure, rolling speed, vertical load and slip angle. An experimental tire strain-based prototype and an indoor tire test rig are used to demonstrate the suitability of strain sensors to establish relations between strain data and lateral force. The results of experiments show that strain values drop sharply when lateral force is decreasing, which can be used to predict tire slip conditions. As a first approach to estimate some tire working conditions, such as the slip angle and vertical load, a fuzzy logic method has been developed. The simulation and test results confirm the feasibility of strain sensors and the proposed computational model to solve the non-linearity characteristics of the tires’ parameters and turn tires into a source of useful information.
机译:配备传感器的轮胎,即所谓的“智能轮胎”,可以为控制系统,驾驶员和外部用户提供重要信息。在这项研究中,收集并分析了转弯条件下的轮胎动态应变特性,并与充气压力,滚动速度,垂直载荷和滑移角等轮胎工作条件的变化相关。一个基于轮胎应变的实验原型和一个室内轮胎试验台被用来证明应变传感器在建立应变数据和侧向力之间关系的适用性。实验结果表明,当横向力减小时,应变值急剧下降,可以用来预测轮胎的滑移情况。作为估算某些轮胎工作条件(例如滑移角和垂直载荷)的第一种方法,已开发出一种模糊逻辑方法。仿真和测试结果证实了应变传感器和拟议的计算模型的可行性,该模型可以解决轮胎参数的非线性特征并使轮胎成为有用信息的来源。

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