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A Cloud-Based Decision Support System for Self-Healing in Distributed Automation Systems Using Fault Tree Analysis
Dai, Wenbin; Riliskis, Laurynas; Wang P(王鹏); Vyatkin, Valeriy; Guan, Xinping
作者部门工业控制网络与系统研究室
关键词Cloud-based Decision Support Systems Distributed Automation Systems Faster-than-real-time Simulation Fault Tree Analysis (Fta) Iec 61499 Function Blocks (Fbs) Programmable Logic Controllers Self-healing Supervisory Control
发表期刊IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
ISSN1551-3203
2018
卷号14期号:3页码:989-1000
收录类别SCI ; EI
EI收录号20180504697656
WOS记录号WOS:000426700600017
产权排序3
资助机构National Science Foundation, China ; Shanghai Pu Jiang Scholarship ; DIACPA project of Swedish Research Council (Vetenskapradet)
摘要

Downtime is a key performance index for industrial automation systems. An industrial automation system achieves maximum productivity when its downtime is reduced to the minimum. One approach to minimize downtime is to predict system faults and recover from them automatically. A cloud-based decision support system is proposed for rapid problem identifications and to assist the self-management processes. By running multiple parallel simulations of control software with real-time inputs ahead of system time, faults could be detected and corrected automatically using autonomous industrial software agents. Fault trees, as well as control algorithms, are modeled using IEC 61499 function blocks that can be directly executed on both physical controllers and cloud services. A case study of water heating process is used to demonstrate the self-healing process supported by the cloud-based decision support system.

语种英语
WOS类目Automation & Control Systems ; Computer Science, Interdisciplinary Applications ; Engineering, Industrial
关键词[WOS]Industrial Automation ; Agent ; Technologies ; Architecture ; Services ; Iot
WOS研究方向Automation & Control Systems ; Computer Science ; Engineering
资助项目National Science Foundation, China[61503247] ; Shanghai Pu Jiang Scholarship[15PJ1403400] ; DIACPA project of Swedish Research Council (Vetenskapradet)
引用统计
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/21635
专题工业控制网络与系统研究室
通讯作者Dai, Wenbin
作者单位1.Department of Automation, Shanghai Jiao Tong University, Shanghai 200240, China
2.Department of Computer Science, Stanford University, Stanford, CA 94305 USA
3.Key Laboratory of Networked Control Systems, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
4.University, Finland and Lulea University of Technology, Sweden
推荐引用方式
GB/T 7714
Dai, Wenbin,Riliskis, Laurynas,Wang P,et al. A Cloud-Based Decision Support System for Self-Healing in Distributed Automation Systems Using Fault Tree Analysis[J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,2018,14(3):989-1000.
APA Dai, Wenbin,Riliskis, Laurynas,Wang P,Vyatkin, Valeriy,&Guan, Xinping.(2018).A Cloud-Based Decision Support System for Self-Healing in Distributed Automation Systems Using Fault Tree Analysis.IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS,14(3),989-1000.
MLA Dai, Wenbin,et al."A Cloud-Based Decision Support System for Self-Healing in Distributed Automation Systems Using Fault Tree Analysis".IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 14.3(2018):989-1000.
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