We investigate the propagation of uncertainties in the Aw-Rascle-Zhang model, which belongs to a class of second order traffic flow models described by a system of nonlinear hyperbolic equations. The stochastic quantities are expanded in terms of wavelet-based series expansions. Then, they are projected to obtain a deterministic system for the coefficients in the truncated series. Stochastic Galerkin formulations are presented in conservative form and for smooth solutions also in the corresponding non-conservative form. This allows to obtain stabilization results, when the system is relaxed to a first-order model. Computational tests illustrate the theoretical results.
翻译:我们调查Aw-Rascle-Zhang模型中不确定性的传播情况,该模型属于由非线性双曲方程式系统描述的第二等级交通流量模型,其数量在波子序列扩展方面有所扩大,然后预测它们将获得短数序列系数的确定系统,斯托切斯蒂·加勒金配方以保守形式出现,并且以相应的非保守形式出现平稳解决方案。这样,当系统放松到第一等级模型时,就可以获得稳定结果。计算测试可以说明理论结果。