Mechanical fault detection based on machine learning for robotic RV reducer using electrical current signature analysis: a data-driven approach

Izaz Raouf, Hyewon Lee, Heung Soo Kim

Journal of Computational Design and Engineering

Fault DiagnosisEngineeringMachine LearningDiagnosisFeature Extraction +19

Autonomous assessment of delamination in laminated composites using deep learning and data augmentation

Asif Khan, Izaz Raouf, Yeong Rim Noh, +3

Composite Structures

Data AugmentationFibre-reinforced PlasticEngineeringMachine LearningLaminated Composites +5

Rotate Vector (RV) Reducer Fault Detection and Diagnosis System: Towards Component Level Prognostics and Health Management (PHM)

Ali Rohan, Izaz Raouf, Heung Soo Kim

Sensors

Fault DiagnosisEngineeringMachine LearningWavelet AnalysisDiagnosis +17

Sensor-Based Prognostic Health Management of Advanced Driver Assistance System for Autonomous Vehicles: A Recent Survey

Izaz Raouf, Asif Khan, Salman Khalid, +3

Mathematics

EngineeringMulti-sensor Information FusionKey FactorsAdvanced Driver-assistance SystemIntelligent Systems +17

Deep learning-based fault diagnosis of servo motor bearing using the attention-guided feature aggregation network

Izaz Raouf, Prashant Kumar, Heung Soo Kim

Expert Systems with Applications

Fault DiagnosisEngineeringMachine LearningPattern RecognitionDiagnosis +5

Prognostic health management of the robotic strain wave gear reducer based on variable speed of operation: a data-driven via deep learning approach

Izaz Raouf, Hye-Won Lee, Yeong Rim Noh, +2

Journal of Computational Design and Engineering

Artificial IntelligenceFault DiagnosisVariable SpeedEngineeringMachine Learning +25

Parametric investigations of magnetic nanoparticles hyperthermia in ferrofluid using finite element analysis

Izaz Raouf, Heung Soo Kim, Min‐Ho Kim

International Journal of Thermal Sciences

NanoparticlesEngineeringMagnetic ResonanceMagnetic Nanoparticles HyperthermiaFerrofluid +14

Transfer Learning-Based Intelligent Fault Detection Approach for the Industrial Robotic System

Izaz Raouf, Prashant Kumar, Hyewon Lee, +1

Mathematics

Fault DiagnosisRobotic SystemsEngineeringMachine LearningIntelligent Diagnostics +15

Review on prognostics and health management in smart factory: From conventional to deep learning perspectives

Prashant Kumar, Izaz Raouf, Heung Soo Kim

Engineering Applications of Artificial Intelligence

Health ManagementMachine LearningData ScienceEngineeringIntelligent Diagnostics +10

Multi-size wide kernel convolutional neural network for bearing fault diagnosis

Prashant Kumar, Izaz Raouf, Jinwoo Song, +1

Advances in Engineering Software

Fault DiagnosisConvolutional Neural NetworkEngineeringMachine LearningPattern Recognition +5