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New sensors and estimation systems for the measurement of tire-road friction coefficient and tire slip variables.

机译:用于测量轮胎-道路摩擦系数和轮胎滑移变量的新型传感器和估计系统。

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摘要

This thesis introduces two new measurement systems developed for the estimation of tire-road friction coefficient and tire slip variables on highway vehicles.The first part of the thesis focuses on the development and experimental evaluation of a friction estimation system based on a novel adaptive feedforward vibration cancellation algorithm. The friction estimation utilizes a small instrumented wheel on the vehicle. Unlike other systems previously documented in the literature, the developed system can provide a continuous measurement of the friction coefficient under all vehicle maneuvers, even when the longitudinal and lateral accelerations are both zero.A key challenge in the development of the estimation system is the need to remove the influence of vibrations and the influence of vehicle maneuvers from the measured signal of a force sensor. An adaptive feedforward algorithm based on the use of accelerometer signals as reference inputs is developed. The parameters of the feedforward model are estimated by the adaptive algorithm and serve to determine the friction coefficient. The influence of vibrations and vehicle maneuvers is also removed.Detailed experimental results are presented on a skid pad wherein the road surface changes from dry asphalt to ice. Results are presented at different speeds and with and without lateral and longitudinal maneuvers. Excellent performance is obtained in estimation of the friction coefficient. The performance of the adaptive feedforward algorithm is shown to be significantly superior to that of a simple cross-correlation based algorithm for friction estimation.An alternative algorithm without using an accelerometer, namely the quadratic mean square vibration cancellation algorithm, is also developed and evaluated to eliminate the excessive vibrations. This algorithm does not perform as well as the adaptive feedforward accelerometer based algorithm.The continuously estimated tire-road friction coefficient signal and a predefined threshold enable the design of a closed-loop controller for the applicator of a snowplow which automatically applies deicing material whenever an icy spot on the road is detected. The time delays of the applicator actuator on the snowplow and of the friction estimation algorithm are both determined experimentally and the system is shown to work reliably at speeds up to 25 mph. The closed-loop system is able to cover any detected slippery surface with the deicing chemical right from the beginning of the road surface transition point from dry to icy. It is also shown with a simple experiment that the system can operate along with a GPS receiver in order to map the friction coefficient of a designated snowplow route.The second part of the thesis introduces a simple approach for the analysis of tire deformations and proposes a new wireless piezoelectric tire sensor for the measurements of tire deformations. The tire deformation profile inside the contact patch can be used for the estimation of tire slip variables, tire forces and tire road friction coefficient.A wireless piezoelectric tire sensor for the specific case of slip angle and tire-road friction coefficient estimation is developed in this work. A sensor which decouples the lateral sidewall deformation from the radial and tangential sidewall deformations is designed. The slope of the lateral deflection profile at the leading edge of the contact patch is used to estimate the slip angles. A second order polynomial is used to model the lateral deflection profile of the sidewall. The parameters of this function are employed to estimate the lateral force and the conventional brush model is employed to estimate the tire road friction coefficient.A specially constructed tire test rig is used to evaluate the performance of the developed tire sensor. Results show that the sensor can accurately estimate slip angles up to 5.0 degrees. The sensor is also tested on different surfaces and results obtained for the estimation of friction coefficient are promising.
机译:本文介绍了两个新的测量系统,用于估算公路车辆的轮胎-道路摩擦系数和轮胎滑移变量。本文的第一部分着重于基于新型自适应前馈振动的摩擦估算系统的开发和实验评估。取消算法。摩擦力估算利用车辆上的小型仪表盘。与先前文献中记载的其他系统不同,即使纵向和横向加速度均为零,开发的系统也可以在所有车辆操纵下提供摩擦系数的连续测量。从力传感器的测量信号中消除振动的影响和车辆操纵的影响。开发了一种基于加速度计信号作为参考输入的自适应前馈算法。前馈模型的参数由自适应算法估计,并用于确定摩擦系数。振动和车辆操纵的影响也被消除。详细的实验结果显示在防滑垫上,其中路面从干沥青变成冰。结果以不同的速度显示,有或没有横向和纵向操作。在估计摩擦系数时获得了优异的性能。结果表明,自适应前馈算法的性能明显优于简单的基于互相关的摩擦估计算法。此外,还开发了一种不使用加速度计的替代算法,即二次均方振动消除算法,并对其进行了评估。消除过度的振动。该算法的性能不如基于自适应前馈加速度计的算法。连续估算的轮胎-道路摩擦系数信号和预定义的阈值使得能够设计除雪机施药器的闭环控制器,该控制器可在除雪机上自动除冰检测到道路上的冰点。扫雪机上施涂器致动器的时延和摩擦估计算法均通过实验确定,并且该系统在最高25 mph的速度下可靠运行。从路面从干燥到冰冷的过渡点开始,闭环系统就可以用除冰剂覆盖任何检测到的光滑表面。还通过简单的实验表明,该系统可以与GPS接收器配合使用,以绘制指定扫雪机路线的摩擦系数。本文的第二部分介绍了一种用于分析轮胎变形的简单方法,并提出了一种方法。新型无线压电轮胎传感器,用于测量轮胎变形。接触片内部的轮胎变形曲线可用于估算轮胎滑移变量,轮胎力和轮胎路面摩擦系数。为此,开发了一种用于特定滑移角和轮胎-道路摩擦系数估算的无线压电轮胎传感器。工作。设计了一种将横向侧壁变形与径向和切向侧壁变形解耦的传感器。在接触片的前边缘处的横向偏转轮廓的斜率用于估计滑移角。二阶多项式用于对侧壁的横向变形轮廓进行建模。该函数的参数用于估计横向力,而常规刷模型用于估计轮胎的道路摩擦系数。特殊构造的轮胎测试台用于评估开发的轮胎传感器的性能。结果表明,该传感器可以准确估计高达5.0度的滑移角。该传感器还在不同的表面上进行了测试,获得的用于估计摩擦系数的结果很有希望。

著录项

  • 作者

    Erdogan, Gurkan.;

  • 作者单位

    University of Minnesota.;

  • 授予单位 University of Minnesota.;
  • 学科 Engineering Automotive.Engineering Mechanical.Transportation.
  • 学位 Ph.D.
  • 年度 2009
  • 页码 109 p.
  • 总页数 109
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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