Zahoor Ahmad

Pipeline leak diagnosis based on leak-augmented scalograms and deep learning

Muhammad Siddique, Zahoor Ahmad, Jong-Myon Kim · Engineering Applications of Computational Fluid Mechanics · 2023 · 79 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

A Method for Pipeline Leak Detection Based on Acoustic Imaging and Deep Learning

Sajjad Ahmad, Zahoor Ahmad, Cheol Hong Kim et al. · Sensors · 2022 · 78 citations · Full text

Leakage (Machine Learning), Image Analysis, Engineering +13

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

Muhammad Siddique, Zahoor Ahmad, Niamat Ullah et al. · Sensors · 2023 · 73 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Leak detection and size identification in fluid pipelines using a novel vulnerability index and 1-D convolutional neural network

Zahoor Ahmad, Tuan-Khai Nguyen, Jong-Myon Kim · Engineering Applications of Computational Fluid Mechanics · 2023 · 59 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +11

A Fault Diagnosis Framework for Centrifugal Pumps by Scalogram-Based Imaging and Deep Learning

Md Junayed Hasan, Akhand Rai, Zahoor Ahmad et al. · IEEE Access · 2021 · 58 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +18