A Hybrid Deep Learning Approach: Integrating Short-Time Fourier Transform and Continuous Wavelet Transform for Improved Pipeline Leak Detection

A hybrid deep learning approach was designed that combines deep learning with enhanced short-time Fourier transform (STFT) spectrograms and continuous wavelet transform (CWT) scalograms for pipeline leak detection. Such detection plays a crucial role in ensuring the safety and integrity of fluid tra...

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Detalles Bibliográficos
Autores principales: Siddique, Muhammad Farooq, Ahmad, Zahoor, Ullah, Niamat, Kim, Jongmyon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10574866/
https://www.ncbi.nlm.nih.gov/pubmed/37836908
http://dx.doi.org/10.3390/s23198079

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10574866/
https://www.ncbi.nlm.nih.gov/pubmed/37836908
http://dx.doi.org/10.3390/s23198079

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