Saw Vee-Liem, Chung Ning Ning, Quek Wei Liang, Pang Yi En Ian, Chew Lock Yue
Division of Physics and Applied Physics, School of Physical and Mathematical Sciences, Nanyang Technological University, 21 Nanyang Link, Singapore, 637371, Singapore.
Data Science and Artificial Intelligence Research Centre, Nanyang Technological University, Block N4 #02a-32, Nanyang Avenue, Singapore, 639798, Singapore.
Sci Rep. 2019 May 3;9(1):6887. doi: 10.1038/s41598-019-43310-7.
Bus bunching is a perennial phenomenon that not only diminishes the efficiency of a bus system, but also prevents transit authorities from keeping buses on schedule. We present a physical theory of buses serving a loop of bus stops as a ring of coupled self-oscillators, analogous to the Kuramoto model. Sustained bunching is a repercussion of the process of phase synchronisation whereby the phases of the oscillators are locked to each other. This emerges when demand exceeds a critical threshold. Buses also bunch at low demand, albeit temporarily, due to frequency detuning arising from different human drivers' distinct natural speeds. We calculate the critical transition when complete phase locking (full synchronisation) occurs for the bus system, and posit the critical transition to completely no phase locking (zero synchronisation). The intermediate regime is the phase where clusters of partially phase locked buses exist. Intriguingly, these theoretical results are in close correspondence to real buses in a university's shuttle bus system.
公交车辆聚集是一种长期存在的现象,它不仅会降低公交系统的效率,还会使运输当局难以让公交车准点运行。我们提出了一种物理理论,将服务于公交站点环线的公交车视为一个耦合自振荡器环,类似于Kuramoto模型。持续的车辆聚集是相位同步过程的一种后果,在此过程中振荡器的相位相互锁定。当需求超过临界阈值时就会出现这种情况。由于不同人类司机的自然速度不同导致频率失谐,公交车在低需求时也会聚集,尽管是暂时的。我们计算了公交系统发生完全相位锁定(完全同步)时的临界转变,并假定从完全相位锁定到完全无相位锁定(零同步)的临界转变。中间状态是部分相位锁定的公交车集群存在的阶段。有趣的是,这些理论结果与某大学班车系统中的实际公交车情况非常吻合。