Stochastic Resonance Enhancement for Leak Detection in Pipelines Using Fluid Transients and Convolutional Neural Networks

Author:

Bohorquez Jessica1ORCID,Lambert Martin F.2ORCID,Alexander Bradley3,Simpson Angus R.4,Abbott Derek5

Affiliation:

1. Postdoctoral Researcher, School of Civil, Environmental and Mining Engineering, Univ. of Adelaide, Adelaide, SA 5005, Australia (corresponding author). ORCID: .

2. Professor, School of Civil, Environmental and Mining Engineering, Univ. of Adelaide, Adelaide, SA 5005, Australia. ORCID: .

3. Senior Lecturer, School of Computer Science, Univ. of Adelaide, Adelaide, SA 5005, Australia.

4. Professor Emeritus, School of Civil, Environmental and Mining Engineering, Univ. of Adelaide, Adelaide, SA 5005, Australia; Honorary Professorial Fellow, Dept. of Infrastructure Engineering, Univ. of Melbourne, Parkville, VIC 3010, Australia.

5. Professor, School of Electrical and Electronic Engineering, Univ. of Adelaide, Adelaide, SA 5005, Australia.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Management, Monitoring, Policy and Law,Water Science and Technology,Geography, Planning and Development,Civil and Structural Engineering

Reference45 articles.

1. Towards a global day zero? Assessment of current and future water supply and demand in 12 rapidly developing megacities

2. Akhtar N. and A. Mian. 2018. “Threat of adversarial attacks on deep learning in computer vision: A survey.” Accessed March 1 2021. https://ui.adsabs.harvard.edu/abs/2018arXiv180100553A.

3. Stochastic resonance in climatic change

4. The mechanism of stochastic resonance

5. Bishop, C. M. 1995. Neural networks for pattern recognition. Oxford, UK: Oxford University Press.

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