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Predictive modeling for rollover warning of heavy vehicles

机译:重型车辆翻转警告的预测模型

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A predictive model to determine the rollover threat of heavy vehicles is proposed. The purpose of this model is to predict the rollover threat sufficiently in advance of the actual event so as to enable the driver to react accordingly. The Load Transfer Ratio (UR) is used as a rollover threat index in this model. In order to facilitate a practical implementation of the proposed approach, a predictive model is established using a simple roll-plane model of the vehicle in conjunction with an online parameter identification strategy. This is to address the inherent issues involved in assessing certain key parameters in the proposed predictive model. The proposed predictive model and the associated parameter-identification algorithm are verified using a 14 degrees-of-freedom vehicle simulation model previously developed as a part of a broader study on heavy vehicles undertaken at Texas A&M University and supported by Texas Transportation Institute (TTI.
机译:提出了一种预测模型,以确定重型车辆的翻转威胁。该模型的目的是在实际事件之前充分地预测滚动威胁,以便使驾驶员相应地反应。负载传输比(UR)用作该模型中的翻转威胁指数。为了便于所提出的方法的实际实现,使用车辆的简单卷平面模型结合在线参数识别策略来建立预测模型。这是为了解决评估所提出的预测模型中某些关键参数所涉及的固有问题。验证了所提出的预测模型和相关的参数识别算法,使用前面开发的14度自由的车辆仿真模型来验证,作为在德克萨斯A&M大学的重型车辆的更广泛研究,并由德克萨斯州运输机构(TTI)提供支持。

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