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

doi:10.1109/TIV.2023.3305536

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 平行智能技术与系统团队

	Parallel Dispatching: An ACP-Based High-Speed Railway Intelligent Dispatching System
	Xu, Wei 1,2; Zhao, Chen3,4 ; Dai, Xingyuan3,4 ; Yuan, Zhiming 2; Zhang, Tao 2; Wang, Tao2 ; Ren, Yuhai 5; Lv, Yisheng3,4
发表期刊	IEEE TRANSACTIONS ON INTELLIGENT VEHICLES
ISSN	2379-8858
	2024
卷号	9 期号:1 页码:1146-1160
通讯作者	Yuan, Zhiming(zhiming.yuan@caa.org.cn) ; Lv, Yisheng(yisheng.lv@ia.ac.cn)
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.
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
DOI	10.1109/TIV.2023.3305536
关键词[WOS]	TRAFFIC MANAGEMENT ; ALGORITHM ; NETWORKS ; TRAINS
收录类别	SCI
语种	英语
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]
项目资助者	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.
WOS研究方向	Computer Science ; Engineering ; Transportation
WOS类目	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic ; Transportation Science & Technology
WOS记录号	WOS:001173317800101
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/58774
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
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
通讯作者单位	中国科学院自动化研究所
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.