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Segment Importance Ranking Approach for Traffic Networks Based on Macroscopic Fundamental Diagram

机译:基于宏观基本图的交通网络路段重要性排序方法

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Identifying critical segments in traffic networks is vital to network robustness analysis. Previous methods are difficult to be extensively applied since localized indexes result in localized solutions and single system-wide indexes yield results depending on which index is selected. This paper proposes an approach determining seven system-wide indexes from characteristics of macroscopic fundamental diagram (MFD) to identify critical segments from multiple aspects of network performance. A scalable measure called the average relative change is applied for segment importance identification. Results from simulations under two demand levels and comparison with a single-index approach demonstrate that the proposed approach yields reasonable results from a comprehensive view and involves network performance in different traffic states. The limitation of single-index approaches can be avoided by this approach. In addition, segments can be classified in different importance levels based on the changes in the shape of the MFD, which is significant to network control.
机译:识别流量网络中的关键部分对于网络健壮性分析至关重要。以前的方法很难广泛应用,因为局部索引会导致局部解决方案,并且单个系统范围内的索引会根据选择的索引产生结果。本文提出了一种从宏观基本图(MFD)的特征确定七个系统范围索引的方法,以从网络性能的多个方面识别关键段。称为平均相对变化的可扩展度量用于分段重要性识别。在两个需求水平下的仿真结果以及与单指标方法的比较结果表明,从综合的角度来看,该方法可得出合理的结果,并且涉及不同流量状态下的网络性能。通过这种方法可以避免单指标方法的局限性。另外,可以根据MFD形状的变化将段划分为不同的重要性级别,这对于网络控制很重要。

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