Bus bunching as a synchronisation phenomenon

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 mod...

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Main Authors: Pang, Ian Yi En, Chew, Lock Yue, Saw, Vee-Liem, Chung, Ning Ning, Quek, Wei Liang
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2019
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Online Access:https://hdl.handle.net/10356/106548
http://hdl.handle.net/10220/48949
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1065482023-02-28T19:27:48Z Bus bunching as a synchronisation phenomenon Pang, Ian Yi En Chew, Lock Yue Saw, Vee-Liem Chung, Ning Ning Quek, Wei Liang School of Physical and Mathematical Sciences Data Science and Artificial Intelligence Research Centre Complexity Institute Bus Bunching Science::Physics Kuramoto Model 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. MOE (Min. of Education, S’pore) Published version 2019-06-26T04:50:08Z 2019-12-06T22:13:54Z 2019-06-26T04:50:08Z 2019-12-06T22:13:54Z 2019 Journal Article Saw, V.-L., Chung, N. N., Quek, W. L., Pang, I. Y. E., & Chew, L. Y. (2019). Bus bunching as a synchronisation phenomenon. Scientific Reports, 9, 6887-. doi:10.1038/s41598-019-43310-7 https://hdl.handle.net/10356/106548 http://hdl.handle.net/10220/48949 10.1038/s41598-019-43310-7 en Scientific Reports © 2019 The Author(s). This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. Te images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. 10 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Bus Bunching
Science::Physics
Kuramoto Model
spellingShingle Bus Bunching
Science::Physics
Kuramoto Model
Pang, Ian Yi En
Chew, Lock Yue
Saw, Vee-Liem
Chung, Ning Ning
Quek, Wei Liang
Bus bunching as a synchronisation phenomenon
description 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.
author2 School of Physical and Mathematical Sciences
author_facet School of Physical and Mathematical Sciences
Pang, Ian Yi En
Chew, Lock Yue
Saw, Vee-Liem
Chung, Ning Ning
Quek, Wei Liang
format Article
author Pang, Ian Yi En
Chew, Lock Yue
Saw, Vee-Liem
Chung, Ning Ning
Quek, Wei Liang
author_sort Pang, Ian Yi En
title Bus bunching as a synchronisation phenomenon
title_short Bus bunching as a synchronisation phenomenon
title_full Bus bunching as a synchronisation phenomenon
title_fullStr Bus bunching as a synchronisation phenomenon
title_full_unstemmed Bus bunching as a synchronisation phenomenon
title_sort bus bunching as a synchronisation phenomenon
publishDate 2019
url https://hdl.handle.net/10356/106548
http://hdl.handle.net/10220/48949
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