A 120km-long pipeline is equipped with our distributed vibration sensing system based on a modified COTDR. A well-trained BP neural network classifier can identify the human digging and mechanical excavation with 95% recognition accuracy.
CITATION STYLE
Yan, Q., Yang, Y., Zhang, Z., Jiang, S., Xu, Y., & Zhou, C. (2018). Distributed vibration sensing system for oil and gas pipelines based on CotDR and BP neural network. In Optics InfoBase Conference Papers (Vol. Part F124-OFS 2018). Optica Publishing Group (formerly OSA). https://doi.org/10.1364/ofs.2018.wf42
Mendeley helps you to discover research relevant for your work.