Wireless Mine Plastic Pipeline Monitoring System

Abstract:

In the pipeline transportation, pipeline deformation often occurs. In the special environment, the mine-used gas pipeline often deforms because of the too high gas pressure or the blockage. This paper presents a system for monitoring the deformation of gas pipeline based on wireless sensor network. The multifunctional and low-power WSN nodes are designed, and the system adopts chain routing. The MAC protocol, based on TDMA in clusters and RTC-based time synchronization, is adapted to the system. At the same time, the paper proposes the SVM algorithm to diagnostic pipeline deformation fault. The test proves the system can fulfill the need of real monitoring, and achieves good results in remote monitoring application.

• Periodical: Applied Mechanics and Materials (Volume 339)
• Pages: 199-204
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.339.199
• Online since: July 2013
• Authors: Ze Hua Wu, Xue En Li, Kang Ping Yao, Li Geng Yu
• Keywords: Deformation Detection, Monitoring, Support Vector Machine (SVM), Wireless Sensor Network (WSN)

References

[1] Hongyi Yu, Ou Li,Wireless sensor network theory, technique and implementation [M].Beijing: National Defense Industry Press.2008.pp: 34-56.

[2] Arisha.K.A, Youssef.M.A, Younis, M, Y.Energy-aware TDMA based MAC for sensor networks [J]. Computer Networks Journal, 2003, 43(5).pp:539-594.

DOI: 10.1016/s1389-1286(03)00305-0

[3] Cristianini.N. An introduction to support vector machines and other kernel based learning methods [M]. Beijing: Publishing House of Electronics Industry, 2004 pp: 82-106.

[4] Chiwei Hu, ChiJen Lin. A comparison of methods for multi-class support vector machines [J]. IEEE Trans on Neural Networks, 2002, 13(2) pp.415-425.

DOI: 10.1109/72.991427