Water leak detection based on convolutional neural network using actual leak sounds and the hold-out method
The main purpose of this study was to investigate whether machine learning can be used to detect leak sounds in the field. A method for detecting water leaks was developed using a convolutional neural network (CNN), after taking recurrence plots and visualising the time series as input data. In coll...
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| Main Authors: | , , , |
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| Format: | article |
| Language: | EN |
| Published: |
IWA Publishing
2021
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| Subjects: | |
| Online Access: | https://doaj.org/article/c2ca1ab646d24faab4a5f480ce3a704a |
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