Publications | Farooq Siddique

Journal Publications

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

Journal: Eng. Appl. Comput. Fluid Mech. | IF: 5.40 | Year: 2023

A Hybrid Deep Learning Approach: Integrating STFT and CWT for Improved Pipeline Leak Detection

Journal: Sensors | IF: 3.50 | Year: 2023

Centrifugal Pump Fault Diagnosis Based on a Novel SobelEdge Scalogram and CNN

Journal: Sensors | IF: 3.50 | Year: 2023

A new dual-input CNN for multimodal fault classification using acoustic emission and vibration signals

Journal: Engineering Failure Analysis | IF: 5.70 | Year: 2025

Advanced Fault Diagnosis in Milling Machines Using Acoustic Emission and Transfer Learning

Journal: IEEE Access | IF: 3.60 | Year: 2025

Pipeline Leak Detection: A Deep Learning Model Using CWT and DBN-GA-LSSVM

Journal: Sensors | IF: 3.50 | Year: 2024

Hybrid Deep Learning for Bearing Fault Diagnosis Using Attention CWT

Journal: Sensors | IF: 3.50 | Year: 2024

CNN-KAN for Fault Diagnosis in Centrifugal Pumps using Wavelet Coherence and S-Transform

Journal: CMC | IF: 1.70 | Year: 2025

Bearing Fault Diagnosis Using Mel-Scalograms and FOX-Optimized ANN

Journal: Sensors | IF: 3.50 | Year: 2024

Pipeline Leak Detection System for Smart City with AE and Deep Learning

Journal: Machines | IF: 5.50 | Year: 2025

Membrane Technology for Treating Radioactive Liquid Waste

Journal: Journal of Radioanalytical and Nuclear Chemistry | IF: 1.60 | Year: 2023

Milling Machine Fault Diagnosis Using AE and Hybrid Deep Learning

Journal: Applied Sciences | IF: 2.50 | Year: 2024

AE-Based Pipeline Leak Size Identification Using 1D DenseNet

Journal: Applied Sciences | IF: 3.50 | Year: 2025

Comparative Study: VGG16, ResNet50, and Wavelet Coherence for Pump Diagnosis

Journal: Sensors | IF: 2.50 | Year: 2024

Challenges in Synthesizing Porous Ceramic Membranes for Flue Gas Treatment

Journal: Machines | Q: Q4 | Year: 2023

Pipeline Leak Detection using AE Signal Processing and ML

Conference: IHCI, Netherlands | Year: 2025

Comprehensive Leak Detection via Induced-Leak Scalograms

Conference: IEEE HPCC, Australia | Year: 2023

Hybrid Pump Fault Diagnosis using Wavelet Coherence and PCA

Conference: IEEE HPCC, Australia | Year: 2023

Pump Fault Detection with Hybrid Feature Pool

Conference: IEEE IBCAST, Pakistan | Year: 2023

Pump Health Classification via Multi-Filter Scalograms

Conference: IHCI, South Korea | Year: 2024

Pump Diagnosis using Health Sensitivity Feature Selection

Conference: ACPR, South Korea | Year: 2023

Energy Storage Control for Multi-Source Hybrid Electric Vehicle

Conference: SMILE, Saudi Arabia | Year: 2025

Dual Booster Mirror Solar Cooker with Thermal Storage

Conference: SPI-2020, Pakistan | Year: 2020

Charging/Discharging Behavior of PCM in Solar Heating

Conference: SPI-2020, Pakistan | Year: 2020

Journal Publications

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

A Hybrid Deep Learning Approach: Integrating STFT and CWT for Improved Pipeline Leak Detection

Centrifugal Pump Fault Diagnosis Based on a Novel SobelEdge Scalogram and CNN

A new dual-input CNN for multimodal fault classification using acoustic emission and vibration signals

Advanced Fault Diagnosis in Milling Machines Using Acoustic Emission and Transfer Learning

Pipeline Leak Detection: A Deep Learning Model Using CWT and DBN-GA-LSSVM

Hybrid Deep Learning for Bearing Fault Diagnosis Using Attention CWT

CNN-KAN for Fault Diagnosis in Centrifugal Pumps using Wavelet Coherence and S-Transform

Bearing Fault Diagnosis Using Mel-Scalograms and FOX-Optimized ANN

Pipeline Leak Detection System for Smart City with AE and Deep Learning

Membrane Technology for Treating Radioactive Liquid Waste

Milling Machine Fault Diagnosis Using AE and Hybrid Deep Learning

AE-Based Pipeline Leak Size Identification Using 1D DenseNet

Comparative Study: VGG16, ResNet50, and Wavelet Coherence for Pump Diagnosis

Challenges in Synthesizing Porous Ceramic Membranes for Flue Gas Treatment

Conference Papers

Pipeline Leak Detection using AE Signal Processing and ML

Comprehensive Leak Detection via Induced-Leak Scalograms

Hybrid Pump Fault Diagnosis using Wavelet Coherence and PCA

Pump Fault Detection with Hybrid Feature Pool

Pump Health Classification via Multi-Filter Scalograms

Pump Diagnosis using Health Sensitivity Feature Selection

Energy Storage Control for Multi-Source Hybrid Electric Vehicle

Dual Booster Mirror Solar Cooker with Thermal Storage

Charging/Discharging Behavior of PCM in Solar Heating