Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on Ethernet
<b>[Objectives]</b> According to situation that the ship power information exchange system based on the traditional field bus has been unable to meet the needs of modern ship power system for informatization, automation, intelligent and safe operation. <b>[Methods]</b> This p...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Editorial Office of Chinese Journal of Ship Research
2018-02-01
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| Series: | Zhongguo Jianchuan Yanjiu |
| Subjects: | |
| Online Access: | http://www.ship-research.com/EN/Y2018/V13/I1/120 |
| _version_ | 1819195117966196736 |
|---|---|
| author | HU Hongqian SHI Weifeng LAN Ying ZHUO Jinbao |
| author_facet | HU Hongqian SHI Weifeng LAN Ying ZHUO Jinbao |
| author_sort | HU Hongqian |
| collection | DOAJ |
| description | <b>[Objectives]</b> According to situation that the ship power information exchange system based on the traditional field bus has been unable to meet the needs of modern ship power system for informatization, automation, intelligent and safe operation. <b>[Methods]</b> This paper proposes the use of industrial Ethernet Modbus/TCP to make up for lack of field-bus. Then, the data center is established by collecting the inherent data of the field bus of the combined ship power system and collecting the real-time data from the online measurement device based on the Modbus/TCP. Correlation theory and neural network intelligent algorithm are used to analyze big data to complete the dynamic power quality monitoring and fault diagnosis of ship power system. <b>[Results]</b> Finally, the man-machine interface is designed with LabVIEW. <b>[Conclusions]</b> The feasibility of the software and hardware implementation of the scheme is verified by the laboratory platform. |
| first_indexed | 2024-12-23T02:07:40Z |
| format | Article |
| id | doaj.art-7d17676f7a75464bbe80653236e1f98e |
| institution | Directory Open Access Journal |
| issn | 1673-3185 1673-3185 |
| language | English |
| last_indexed | 2024-12-23T02:07:40Z |
| publishDate | 2018-02-01 |
| publisher | Editorial Office of Chinese Journal of Ship Research |
| record_format | Article |
| series | Zhongguo Jianchuan Yanjiu |
| spelling | doaj.art-7d17676f7a75464bbe80653236e1f98e2022-12-21T18:03:51ZengEditorial Office of Chinese Journal of Ship ResearchZhongguo Jianchuan Yanjiu1673-31851673-31852018-02-0113112012610.3969/j.issn.1673-3185.2018.01.018201801018Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on EthernetHU Hongqian0SHI Weifeng1LAN Ying2ZHUO Jinbao3Logistics Engineering College, Shanghai Maritime University, Shanghai 201306, ChinaLogistics Engineering College, Shanghai Maritime University, Shanghai 201306, ChinaLogistics Engineering College, Shanghai Maritime University, Shanghai 201306, ChinaLogistics Engineering College, Shanghai Maritime University, Shanghai 201306, China<b>[Objectives]</b> According to situation that the ship power information exchange system based on the traditional field bus has been unable to meet the needs of modern ship power system for informatization, automation, intelligent and safe operation. <b>[Methods]</b> This paper proposes the use of industrial Ethernet Modbus/TCP to make up for lack of field-bus. Then, the data center is established by collecting the inherent data of the field bus of the combined ship power system and collecting the real-time data from the online measurement device based on the Modbus/TCP. Correlation theory and neural network intelligent algorithm are used to analyze big data to complete the dynamic power quality monitoring and fault diagnosis of ship power system. <b>[Results]</b> Finally, the man-machine interface is designed with LabVIEW. <b>[Conclusions]</b> The feasibility of the software and hardware implementation of the scheme is verified by the laboratory platform.http://www.ship-research.com/EN/Y2018/V13/I1/120ship power systembig datacorrelationfault diagnosisLabVIEW |
| spellingShingle | HU Hongqian SHI Weifeng LAN Ying ZHUO Jinbao Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on Ethernet Zhongguo Jianchuan Yanjiu ship power system big data correlation fault diagnosis LabVIEW |
| title | Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on Ethernet |
| title_full | Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on Ethernet |
| title_fullStr | Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on Ethernet |
| title_full_unstemmed | Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on Ethernet |
| title_short | Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on Ethernet |
| title_sort | design of dynamic power quality monitoring and fault diagnosis system of ship power system based on ethernet |
| topic | ship power system big data correlation fault diagnosis LabVIEW |
| url | http://www.ship-research.com/EN/Y2018/V13/I1/120 |
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