Novel coupling-decoupling strategy for scheduling autonomous public transport vehicles in overcrowded corridors

被引:8
作者
Cao, Zhichao [1 ,2 ,3 ]
Zhang, Silin [1 ,3 ]
Ceder, Avishai [4 ,5 ]
机构
[1] Nantong Univ, Sch Transportat & Civil Engn, Nantong, Peoples R China
[2] Chongqing Key Lab Urban Rail Transit Vehicle Syst, Chongqing, Peoples R China
[3] Univ Auckland, Transportat Res Ctr, Dept Civil & Environm Engn, 20 Symonds St, Auckland 1142, New Zealand
[4] Technion Israel Inst Technol, Transportat Res Inst, Haifa, Israel
[5] Hiroshima Univ, Int Dev & Cooperat IDEC, Higashihiroshima, Japan
基金
中国国家自然科学基金;
关键词
Autonomous public transport vehicles; Efficient coupling-decoupling strategy; Fleet size adjustments; Fluctuated peak-hour passenger demand; Station; stop location; FLEET; CIRCULATION; MODEL;
D O I
10.1016/j.apm.2022.01.020
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This work brings a novel planning and operational concept of the foreseen use of autonomous public transport vehicles through a new coupling-decoupling strategy. The defined problem covers vehicle scheduling, fleet composition, and the combined station location infrastructure in a joint optimization framework taking into consideration simultaneously supplier (operator) and user (passenger) standpoints. The formulation consists of multi-objective, mixed integer, linear programming model to integrate multiple demand configurations and various fleet sizes. A Variable Neighborhood Search algorithm is developed to solve a decision-making, strategy-based, integration problem. In addition, classical deficit function graphical theory is applied to capture the unit circulation process. Finally, the solution approach is validated by a small case study in Auckland, New Zealand. The results of two scenarios indicate cost reductions of 6.79% and 14.29%.(c) 2022 Elsevier Inc. All rights reserved.
引用
收藏
页码:299 / 324
页数:26
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