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

文献类型：期刊论文

作者Xu, Wei1,2; Zhao, Chen3,4; Dai, Xingyuan3,4; Yuan, Zhiming2; Zhang, Tao2; Wang, Tao2; Ren, Yuhai5; Lv, Yisheng3,4
刊名IEEE TRANSACTIONS ON INTELLIGENT VEHICLES
出版日期2024
卷号9期号:1页码:1146-1160
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
ISSN号2379-8858
DOI10.1109/TIV.2023.3305536
通讯作者Yuan, Zhiming(zhiming.yuan@caa.org.cn) ; Lv, Yisheng(yisheng.lv@ia.ac.cn)
英文摘要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.
WOS关键词TRAFFIC MANAGEMENT ; ALGORITHM ; NETWORKS ; TRAINS
资助项目National Natural Science Foundation of China[61790573] ; National Natural Science Foundation of China[61790575] ; Center of National Railway Intelligent Transportation System Engineering and Technology[RITS2019KF03] ; China Academy of Railway Sciences Corporation Limited ; China Railway Project[L2022X002] ; China Railway Project[N2019G020] ; Key Project of Science and Technology Research Plan of China Academy of Railway Sciences Group Company Ltd.[2022YJ326]
WOS研究方向Computer Science ; Engineering ; Transportation
语种英语
WOS记录号WOS:001173317800101
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
资助机构National Natural Science Foundation of China ; Center of National Railway Intelligent Transportation System Engineering and Technology ; China Academy of Railway Sciences Corporation Limited ; China Railway Project ; Key Project of Science and Technology Research Plan of China Academy of Railway Sciences Group Company Ltd.
源URL[http://ir.ia.ac.cn/handle/173211/58773]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
通讯作者Yuan, Zhiming; Lv, Yisheng
作者单位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
推荐引用方式
GB/T 7714		 Xu, Wei,Zhao, Chen,Dai, Xingyuan,et al. Parallel Dispatching: An ACP-Based High-Speed Railway Intelligent Dispatching System[J]. IEEE TRANSACTIONS ON INTELLIGENT VEHICLES,2024,9(1):1146-1160.
APA Xu, Wei.,Zhao, Chen.,Dai, Xingyuan.,Yuan, Zhiming.,Zhang, Tao.,...&Lv, Yisheng.(2024).Parallel Dispatching: An ACP-Based High-Speed Railway Intelligent Dispatching System.IEEE TRANSACTIONS ON INTELLIGENT VEHICLES,9(1),1146-1160.
MLA Xu, Wei,et al."Parallel Dispatching: An ACP-Based High-Speed Railway Intelligent Dispatching System".IEEE TRANSACTIONS ON INTELLIGENT VEHICLES 9.1(2024):1146-1160.

入库方式： OAI收割

来源：自动化研究所

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