非对称线性双边控制模型的理论发展与数值验证——以自动化卡车排为例

M. Salek, M. Chowdhury, Mizanur Rahman, Kakan C. Dey, Md Rafiul Islam
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引用次数: 1

摘要

在本文中,我们从理论上发展和数值验证了一种非对称线性双边控制模型(LBCM),其中来自直接领先和跟随车辆的运动信息(例如位置和速度)的权重不同。非对称LBCM的新颖之处在于,使用该模型,排中的所有跟随车辆都可以调整其加速和减速,以紧跟一个恒定的期望时间间隔,以提高排的作战效率,同时保持局部和串的稳定性。利用线性定常系统渐近稳定的条件,从理论上分析了非对称LBCM的局部稳定性,并利用空间间隙误差衰减的方法证明了非对称LBCM的弦稳定性。然后,通过模拟不同非线性加减速状态下的全自动化卡车紧密耦合协同自适应巡航控制(CACC)队列,评估了非对称LBCM的有效性。我们选择自动卡车队列作为案例研究,因为重型卡车在动力系统中会遇到更高的延迟和滞后,并且与乘用车相比,加速和减速能力有限。为了评估非对称LBCM的排作战效率,我们将非对称LBCM的性能与基线模型(即对称LBCM)进行了比较,以不同的动力系统延迟和滞后。我们的分析发现,非对称LBCM可以处理任何组合动力系统延迟和延迟(最多0.6秒),同时在稳定的排操作中保持恒定的期望时间间隔。而对称LBCM不能确保车队的稳定运行,也不能在任何动力总成延迟和滞后超过0.2秒的情况下保持一个恒定的期望时间间隔。这些研究结果表明,非对称LBCM在提高车队运行效率和自动化卡车车队稳定性方面具有潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Theoretical Development and Numerical Validation of an Asymmetric Linear Bilateral Control Model- Case Study for an Automated Truck Platoon
In this paper, we theoretically develop and numerically validate an asymmetric linear bilateral control model (LBCM), in which the motion information (e.g., position and speed) from the immediate leading and following vehicles are weighted differently. The novelty of the asymmetric LBCM is that using this model all the follower vehicles in a platoon can adjust their acceleration and deceleration to closely follow a constant desired time gap to improve platoon operational efficiency while maintaining local and string stability. We theoretically analyze the local stability of the asymmetric LBCM using the condition for asymptotic stability of a linear time-invariant system and prove the string stability of the asymmetric LBCM using a space gap error attenuation approach. Then, we evaluate the efficacy of the asymmetric LBCM by simulating a closely coupled cooperative adaptive cruise control (CACC) platoon of fully automated trucks in various non-linear acceleration and deceleration states. We choose automated truck platooning as a case study since heavy-duty trucks experience higher delays and lags in the powertrain system, and limited acceleration and deceleration capabilities than passenger cars. To evaluate the platoon operational efficiency of the asymmetric LBCM, we compare the performance of the asymmetric LBCM to a baseline model, i.e., the symmetric LBCM, for different powertrain delays and lags. Our analyses found that the asymmetric LBCM can handle any combined powertrain delays and lags up to 0.6 sec while maintaining a constant desired time gap during a stable platoon operation, whereas the symmetric LBCM fails to ensure stable platoon operation as well as maintain a constant desired time gap for any combined powertrain delays and lags over 0.2 sec. These findings demonstrate the potential of the asymmetric LBCM in improving platoon operational efficiency and stability of an automated truck platoon.
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