Izaz Raouf

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Research Focus

Key Achievements

Top Papers

1. 1
   Mechanical fault detection based on machine learning for robotic RV reducer using electrical current signature analysis: a data-driven approach

   86 citations · 2022
2. 2
   Rotate Vector (RV) Reducer Fault Detection and Diagnosis System: Towards Component Level Prognostics and Health Management (PHM)

   50 citations · 2020
3. 3
   Deep learning-based fault diagnosis of servo motor bearing using the attention-guided feature aggregation network

   46 citations · 2024
4. 4
   Transfer Learning-Based Intelligent Fault Detection Approach for the Industrial Robotic System

   36 citations · 2023
5. 5
   Prognostic health management of the robotic strain wave gear reducer based on variable speed of operation: a data-driven via deep learning approach

   36 citations · 2022
6. 6
   Transfer learning for servomotor bearing fault detection in the industrial robot

   29 citations · 2024
7. 7
   Prognostics and Health Management of the Robotic Servo-Motor under Variable Operating Conditions

   27 citations · 2023
8. 8
   Comprehensive Analysis of Current Developments, Challenges, and Opportunities for the Health Assessment of Smart Factory

   11 citations · 2025
9. 9
   Transfer Learning-Based Health Monitoring of Robotic Rotate Vector Reducer Under Variable Working Conditions

   4 citations · 2025

Key Collaborators