Residential College | false |
Status | 已發表Published |
Multistage Fuzzy Logic Controller for Expressway Traffic Control during Incidents | |
Dinh Toan, Trinh1; Meng, Meng2; Lam, Soi Hoi3; Wong, Yiik Diew4 | |
2022-06 | |
Source Publication | Journal of Transportation Engineering Part A-Systems |
ISSN | 2473-2907 |
Volume | 148Issue: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. |
Keyword | Multistage Fuzzy Logic Controller (Ms-flc) Incident Management Traffic Control Traffic Simulator Ramp Metering |
DOI | 10.1061/JTEPBS.0000679 |
URL | View the original |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Engineering ; Transportation |
WOS Subject | Engineering, Civil ; Transportation Science & Technology |
WOS ID | WOS:000782631600009 |
Scopus ID | 2-s2.0-85126849648 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF CIVIL AND ENVIRONMENTAL ENGINEERING |
Corresponding Author | Dinh Toan, Trinh |
Affiliation | 1.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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