ML-based identification of multiple leaks in a pipe

version 1.0.0 (3.68 KB) by xun wang
ML-based identification of multiple leaks in a pipe used for the article: X. Wang and M. S. Ghidaoui, Identification of multiple leaks in pi

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Updated Sun, 13 Jan 2019 05:31:40 +0000

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This code can be used to justify the linearized model of transient wave in pipes with multiple leaks, to localize two leaks using a 2D exhaustive searching of leaks (based on the maximum likelihood principle), and to test the super-resolution of leak localization. Here, two leaks are assumed in the inverse methods; for higher (assumed) leak number (>2), this code cannot be used.
More details can be found in:
X. Wang and M. S. Ghidaoui, Identification of multiple leaks in pipeline: Linearized model, maximum likelihood, and super-resolution localization, Mechanical Systems and Signal Processing, vol. 107, pp. 529-548, 2018

Cite As

xun wang (2022). ML-based identification of multiple leaks in a pipe (https://www.mathworks.com/matlabcentral/fileexchange/69984-ml-based-identification-of-multiple-leaks-in-a-pipe), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2018b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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