Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on Ethernet

HU Hongqian; SHI Weifeng; LAN Ying; ZHUO Jinbao

doi:10.3969/j.issn.1673-3185.2018.01.018

Volume 13 Issue 1

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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[J]. Chinese Journal of Ship Research, 2018, 13(1): 120-126. doi: 10.3969/j.issn.1673-3185.2018.01.018

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Design of dynamic power quality monitoring and fault diagnosis system of ship-power system based on Ethernet

doi: 10.3969/j.issn.1673-3185.2018.01.018

Logistics Engineering College, Shanghai Maritime University, Shanghai 201306, China

Received Date: 2017-07-10
Available Online: 2018-02-02
Publish Date: 2018-02-01

Abstract

This is an Open Access article distributed under the terms of the Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Objectives 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. Methods 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. Results Finally, the man-machine interface is designed with LabVIEW. Conclusions The feasibility of the software and hardware implementation of the scheme is verified by the laboratory platform.
- ship power system,
- big data,
- correlation,
- fault diagnosis,
- LabVIEW

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References

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