Parallel Dispatching: An ACP-Based High-Speed Railway Intelligent Dispatching System

被引:1
|
作者
Xu, Wei [1 ,2 ]
Zhao, Chen [3 ,4 ]
Dai, Xingyuan [3 ,4 ]
Yuan, Zhiming [2 ]
Zhang, Tao [2 ]
Wang, Tao [2 ]
Ren, Yuhai [5 ]
Lv, Yisheng [3 ,4 ]
机构
[1] Macao Univ Sci & Technol, Fac Innovat Engn, Macau 999078, Peoples R China
[2] China Acad Railway Sci, Signal & Commun Res Inst, Beijing 100081, Peoples R China
[3] Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
[4] Chinese Acad Sci, Inst Automat, State Key Lab Multimodal Artificial Intelligence, Beijing 100190, Peoples R China
[5] North Automat Control Technol Inst, Taiyuan 030006, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
Dispatching; Rail transportation; Personnel; Maintenance engineering; Intelligent vehicles; Behavioral sciences; Safety; Cyber-physical-social systems (CPSS); artificial systems; computational experiments; parallel execution; ACP; decentralized; distributed autonomous operations and organi zations (DAO); high-speed railway dispatching systems; TRAFFIC MANAGEMENT; ALGORITHM; NETWORKS; TRAINS;
D O I
10.1109/TIV.2023.3305536
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The antiquated method of train dispatching relying solely on dispatchers' knowledge is unable to meet the need for rapid response and effective solutions in emergency situations. This article proposes an ACP method (Artificial System, Computational Experiment, and Parallel Execution) to explore the potential of automating the management of high-speed railway trains. A parallel high-speed railway dispatching system is created, comprised of an actual system and its artificial counterpart. Various computational experiments were conducted to investigate the effects of different factors on high-speed railway dispatching, and the results were used to devise an optimal train operation adjustment scheme and strategies. Through the parallel operations and virtual-real interactions between the artificial dispatching system and the actual dispatching system, dispatchers are able to execute the most effective strategies, and achieve optimal control of the high-speed railway system. This technique eliminates the difficulty in managing the complex network of high-speed railway dispatching, ensuring that emergency commands are issued quickly and efficiently.
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页码:1146 / 1160
页数:15
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