An IVC-Based Nuclear Emergency Parallel Evacuation System
文献类型：期刊论文
| 作者 | Tan, Ke1; Yang, Linyao2,3 ; Liu, Xin1; Xu, Yancai2,4; Lin, Jiazhen1; Wang, Xiao2,4; Wang, Fei-Yue2,4
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| 刊名 | IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS
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| 出版日期 | 2021-08-01 |
| 卷号 | 8期号:4页码:844-855 |
| 关键词 | Computational modeling Planning Optimization Roads Mathematical model Collaboration Power generation ACP intelligent vehicle collaborative system nuclear evacuation optimization parallel intelligence |
| ISSN号 | 2329-924X |
| DOI | 10.1109/TCSS.2021.3063841 |
| 通讯作者 | Wang, Xiao(x.wang@ia.ac.cn) |
| 英文摘要 | Nuclear emergency evacuation is challenging and dangerous, with time constraints, resource limitations, and radiation exposure risks. The development of the Internet of Things (IoT) and artificial intelligence enables us to build an intelligent evacuation system to help mitigate this problem a great deal. In this article, we design the nuclear emergency parallel evacuation system based on the artificial systems (A), computational experiments (C), and parallel execution (P) approach and intelligent vehicle collaborative systems (IVCs). In this system, the evacuation risks of different regions under various possible scenarios are simulated and evaluated in the artificial systems. With data adversarially generated from the artificial systems and collected from sensors all over the area, an optimization model is proposed to find the optimal evacuation plans for emergent evacuation scenarios in the computational experiments. Eventually, the most suitable running strategy of autonomous buses will be selected and carried out based on the parallel execution in accordance with the real scene. A case study is conducted, and results indicate that the system can serve as an efficient tool for future nuclear emergency evacuation planning. |
| WOS关键词 | CROWD EVACUATION ; SIMULATION ; OPTIMIZATION ; INTEGRATION ; ALGORITHMS ; SOCIETIES ; MODELS ; RISK |
| 资助项目 | National Natural Science Foundation of China[61702519] ; National Natural Science Foundation of China[U1811463] ; National Key Research and Development Program of China[2018AAA0101502] ; Young Elite Scientists Sponsorship Program of China Association of Science and Technology[2017QNRC001] ; Intel Collaborative Research Institute on Intelligent and Automated Connected Vehicles (ICRI-IACV) |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000679531900009 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 资助机构 | National Natural Science Foundation of China ; National Key Research and Development Program of China ; Young Elite Scientists Sponsorship Program of China Association of Science and Technology ; Intel Collaborative Research Institute on Intelligent and Automated Connected Vehicles (ICRI-IACV) |
| 源URL | [http://ir.ia.ac.cn/handle/173211/45634]  |
| 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 | Wang, Xiao |
| 作者单位 | 1.State Key Lab Nucl Power Safety Monitoring Techno, Shenzhen 518108, Peoples R China 2.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 3.Univ Chinese Acad Sci, Beijing 100049, Peoples R China 4.Qingdao Acad Intelligent Ind, Qingdao 266000, Peoples R China |
| 推荐引用方式 GB/T 7714 | Tan, Ke,Yang, Linyao,Liu, Xin,et al. An IVC-Based Nuclear Emergency Parallel Evacuation System[J]. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,2021,8(4):844-855. |
| APA | Tan, Ke.,Yang, Linyao.,Liu, Xin.,Xu, Yancai.,Lin, Jiazhen.,...&Wang, Fei-Yue.(2021).An IVC-Based Nuclear Emergency Parallel Evacuation System.IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,8(4),844-855. |
| MLA | Tan, Ke,et al."An IVC-Based Nuclear Emergency Parallel Evacuation System".IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS 8.4(2021):844-855. |
入库方式： OAI收割
来源：自动化研究所
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