Burst Detection and Localization using Discrete Wavelet Transform and Cross-Correlation

被引:5
|
作者
Trutie-Carrero, Eduardo [1 ]
Valdes-Santiago, Damian [2 ]
Leon-Mecias, Angela [2 ]
Ramirez-Beltran, Jorge [1 ]
机构
[1] Univ Tecnol La Habana Jose Antonio Echeverria, Ctr Invest Hidraul, Calle 114,11901 E Ciclovia & Rotonda, Havana 19390, Cuba
[2] Univ La Habana, Fac Matemat & Computaci, Dept Matemat Aplicada, Edificio Felipe Poey,Plaza Revoluc, Havana 10400, Cuba
关键词
singularity; wavelet transform; detection; estimation; WATER DISTRIBUTION-SYSTEMS;
D O I
10.4995/riai.2017.8738
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Burst in water distribution systems causes great loss of this natural resource, interrupts the water supply, damages the streets, builds and increases the transmission of infectious diseases. In this paper we propose a new algorithm that allows the detection and automatic localization of burst in water distribution systems. As for detection, the novelty is to use the wavelet correlation criterion to compute the statistical decision and compare it with a detection threshold. The novelty in the localization is to use the statistical operator cross-correlation. The algorithm was implemented in Octave and was validated with 32 signals acquired in the laboratory in a 26.7 m long steel pipe. In 16 signals burst were triggered which were detected under a false positive probability of 2 %. No false positives were present on the 16 signals where only noise was present.
引用
收藏
页码:211 / 216
页数:6
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