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Creating Self-aware Low-Voltage Electromagnetic Coils for Incipient Insulation Degradation Monitoring for Smart Manufacturing
Wang K(王锴)1,2; Guo HF(郭海丰)1,2,3,4; Xu AD(徐皑冬)1,2; Jameson, N. Jordan5; Pecht, Michael5; Yan BJ(闫炳均)1,2
Department工业控制网络与系统研究室
Source PublicationIEEE Access
ISSN2169-3536
2018
Volume6Pages:69860-69868
Indexed BySCI ; EI
EI Accession number20184706088349
WOS IDWOS:000452821700001
Contribution Rank1
KeywordPrecursor-based Prognostics Cyber-physical Systems Electromagnetic Coils Insulation Degradation Monitoring Smart Manufacturing
Abstract

The degradation of key components of production equipment can have adverse effects on manufacturing, such as unexpected machine shutdown and product quality decline. Implementing self-aware component by prognostics and health management (PHM) based cyber-physical systems (CPS) are promising technologies that can address this problem. Considering that electromagnetic coils are fundamental energy conversion and transformation components of a variety of machines, like electric motors and solenoid valves, and their insulation failure can cause catastrophic effects, a precursor-based prognostics method is proposed in this paper to create self-aware low-voltage electromagnetic coils for incipient insulation degradation monitoring. Sensory data to insulation health information conversion and component-cyber interface development for integrating insulation health information to cyber space are described, which present opportunities for developing transparency and thus predictive maintenance of machines that incorporate electromagnetic coils.

Language英语
WOS SubjectComputer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications
WOS KeywordEQUIVALENT-CIRCUIT CONCEPT ; RELIABILITY ; ORIGINS ; LIFE
WOS Research AreaComputer Science ; Engineering ; Telecommunications
Funding ProjectNatural Science Foundation of China[71661147005] ; Natural Science Foundation of China[71661147005] ; Natural Science Foundation of China[71661147005] ; Natural Science Foundation of China[71661147005]
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Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/23578
Collection工业控制网络与系统研究室
Corresponding AuthorWang K(王锴)
Affiliation1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China
2.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang 110016, China
3.University of Chinese Academy of Sciences, Beijing 100049, China and Liaoning Institute of Science and Technology, Benxi 117004, China
4.Robotic Drive and Control Engineering Laboratory of Liaoning Province, Liaoning Institute of Science and Technology, Benxi 117004, China
5.Center for Advanced Life Cycle Engineering, University of Maryland, College Park, MD 20742, USA.
Recommended Citation
GB/T 7714
Wang K,Guo HF,Xu AD,et al. Creating Self-aware Low-Voltage Electromagnetic Coils for Incipient Insulation Degradation Monitoring for Smart Manufacturing[J]. IEEE Access,2018,6:69860-69868.
APA Wang K,Guo HF,Xu AD,Jameson, N. Jordan,Pecht, Michael,&Yan BJ.(2018).Creating Self-aware Low-Voltage Electromagnetic Coils for Incipient Insulation Degradation Monitoring for Smart Manufacturing.IEEE Access,6,69860-69868.
MLA Wang K,et al."Creating Self-aware Low-Voltage Electromagnetic Coils for Incipient Insulation Degradation Monitoring for Smart Manufacturing".IEEE Access 6(2018):69860-69868.
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