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Multistage Fuzzy Logic Controller for Expressway Traffic Control during Incidents
Dinh Toan, Trinh1; Meng, Meng2; Lam, Soi Hoi3; Wong, Yiik Diew4
2022-06
Source PublicationJournal of Transportation Engineering Part A-Systems
ISSN2473-2907
Volume148Issue:6Pages:04022027
Abstract

In this research study, a multistage fuzzy logic controller (MS-FLC) was developed for traffic control in incident management on expressways. The MS-FLC serves as the traffic operator's decision-making support tool at the operational level. The MS-FLC gathers real-time traffic and incident data to analyze and predict traffic conditions, as well as to recommend alternative control measures to the traffic operator in the form of linguistic expressions. The MS-FLC is embedded in a traffic simulator controller (TSC) prototype, and was evaluated by comparing its performance with no control scenario and ALINEA\Q, a popular local ramp control algorithm, across several incident scenarios in a simulation environment. In general, MS-FLC outperformed ALINEA\Q with respect to global objectives. In particular, whereas the ALINEA\Q algorithm favors the mainline, the MS-FLC algorithm significantly improves mainline travel conditions while substantially reducing ramp queues. It is concluded that, if properly designed, the MS-FLC can be a robust tool for traffic control on expressways under incident conditions.

KeywordMultistage Fuzzy Logic Controller (Ms-flc) Incident Management Traffic Control Traffic Simulator Ramp Metering
DOI10.1061/JTEPBS.0000679
URLView the original
Indexed BySCIE
Language英語English
WOS Research AreaEngineering ; Transportation
WOS SubjectEngineering, Civil ; Transportation Science & Technology
WOS IDWOS:000782631600009
Scopus ID2-s2.0-85126849648
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Document TypeJournal article
CollectionDEPARTMENT OF CIVIL AND ENVIRONMENTAL ENGINEERING
Corresponding AuthorDinh Toan, Trinh
Affiliation1.Dept. of Transportation Engineering, Thuyloi Univ., Hanoi, 175 Tay Son, Dong Da, 116830, Viet Nam
2.School of Management, Univ. of Bath, Bath, BA2 7AY, United Kingdom
3.Dept. of Civil and Environmental Engineering, Univ. of Macau, Taipa, Avenida da Universidade, Macao
4.School of Civil and Environmental Engineering, Nanyang Technological Univ. Singapore, Singapore, 50 Nanyang Ave., 639798, Singapore
Recommended Citation
GB/T 7714
Dinh Toan, Trinh,Meng, Meng,Lam, Soi Hoi,et al. Multistage Fuzzy Logic Controller for Expressway Traffic Control during Incidents[J]. Journal of Transportation Engineering Part A-Systems, 2022, 148(6), 04022027.
APA Dinh Toan, Trinh., Meng, Meng., Lam, Soi Hoi., & Wong, Yiik Diew (2022). Multistage Fuzzy Logic Controller for Expressway Traffic Control during Incidents. Journal of Transportation Engineering Part A-Systems, 148(6), 04022027.
MLA Dinh Toan, Trinh,et al."Multistage Fuzzy Logic Controller for Expressway Traffic Control during Incidents".Journal of Transportation Engineering Part A-Systems 148.6(2022):04022027.
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