Institute of Computing Technology, Chinese Academy IR
An industrial information integration approach to in-orbit spacecraft | |
Du, Xiaoning1,2; Wang, Hong3,4; Du, Yuhao5; Xu, Li Da6,7,8; Chaudhry, Sohail9; Bi, Zhuming10; Guo, Rong2; Huang, Yongxuan1; Li, Jisheng1 | |
2017 | |
发表期刊 | ENTERPRISE INFORMATION SYSTEMS |
ISSN | 1751-7575 |
卷号 | 11期号:1页码:86-104 |
摘要 | To operate an in-orbit spacecraft, the spacecraft status has to be monitored autonomously by collecting and analysing real-time data, and then detecting abnormities and malfunctions of system components. To develop an information system for spacecraft state detection, we investigate the feasibility of using ontology-based artificial intelligence in the system development. We propose a new modelling technique based on the semantic web, agent, scenarios and ontologies model. In modelling, the subjects of astronautics fields are classified, corresponding agents and scenarios are defined, and they are connected by the semantic web to analyse data and detect failures. We introduce the modelling methodologies and the resulted framework of the status detection information system in this paper. We discuss system components as well as their interactions in details. The system has been prototyped and tested to illustrate its feasibility and effectiveness. The proposed modelling technique is generic which can be extended and applied to the system development of other large-scale and complex information systems. |
关键词 | Space industry deep space exploration industrial information integration engineering IIIE SASO model |
DOI | 10.1080/17517575.2016.1173728 |
收录类别 | SCI |
语种 | 英语 |
WOS研究方向 | Computer Science |
WOS类目 | Computer Science, Information Systems |
WOS记录号 | WOS:000387647700007 |
出版者 | TAYLOR & FRANCIS LTD |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.204/handle/2XEOYT63/7915 |
专题 | 中国科学院计算技术研究所期刊论文_英文 |
通讯作者 | Wang, Hong |
作者单位 | 1.Xi An Jiao Tong Univ, Sch Elect & Informat Engn, Xian, Peoples R China 2.XSCC, State Key Lab Astronaut Dynam, Xian, Peoples R China 3.North Carolina A&T State Univ, Sch Business & Econ, Greensboro, NC 27411 USA 4.Yunnan Univ Finance & Econ, Sch Informat, Kunming, Peoples R China 5.Xi An Jiao Tong Univ, Sch Math & Stat, Xian, Peoples R China 6.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China 7.Shanghai Jiao Tong Univ, Antai Coll Econ & Management, Shanghai, Peoples R China 8.Old Dominion Univ, IT&DS, Norfolk, VA USA 9.Villanova Univ, Villanova Sch Business, Management & Operat Int Business, Villanova, PA 19085 USA 10.Indiana Univ Purdue Univ, Dept Civil & Mech Engn, Ft Wayne, IN 46805 USA |
推荐引用方式 GB/T 7714 | Du, Xiaoning,Wang, Hong,Du, Yuhao,et al. An industrial information integration approach to in-orbit spacecraft[J]. ENTERPRISE INFORMATION SYSTEMS,2017,11(1):86-104. |
APA | Du, Xiaoning.,Wang, Hong.,Du, Yuhao.,Xu, Li Da.,Chaudhry, Sohail.,...&Li, Jisheng.(2017).An industrial information integration approach to in-orbit spacecraft.ENTERPRISE INFORMATION SYSTEMS,11(1),86-104. |
MLA | Du, Xiaoning,et al."An industrial information integration approach to in-orbit spacecraft".ENTERPRISE INFORMATION SYSTEMS 11.1(2017):86-104. |
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