Izaz Raouf

Name: Izaz Raouf

Department of Mechanical, Robotics and Energy Engineering

Dongguk University-Seoul

30, Pildong-ro 1-gil, Jung-gu, Seoul, Korea

Tel: +82-10-5417-3893

E-mail: izazraouf@gmail.com

Biographical Information

  • M.S. leading to Ph.D. (March, 2018-currently), Vibration Control and Automation, Dongguk University, Seoul, Korea

  • BS. Mechanical Engineering (2013-2017), University of Engineering and Technology Peshawar, Pakistan

Academic Experience

  • March, 2018-currently, Research Assistant in Dongguk University, Seoul, Korea

Research Interests

  • Finite Element Modeling

  • Heat Transfer Analysis

  • Cancer Therapy Hyperthermia

  • Cold Spray Technology

  • Composite Manufacturing

  • Robotics PHM

  • Structure Health monitoring

  • Artificial Intelligence


  1. I. Raouf, J. Lee, H.S. Kim, M.-H. Kim, Parametric investigations of magnetic nanoparticles hyperthermia in ferrofluid using finite element analysis, Intentional journal of thermal sciences. 159 (2021) 106604. (I.F 3.47, Q1-10/61)

  2. I. Raouf, Khalid, S.; Khan, A.; Lee, J.; Kim, H.S.; Kim, M.-H. A review on numerical modeling for magnetic nanoparticle hyperthermia: Progress and challenges. Journal of Thermal Biology 2020, 102644 (I.F 2.361, Q1-18/169).

  3. A. Rohan, I. Raouf, H.S. Kim, Rotate Vector (RV) Reducer Fault Detection and Diagnosis System: Towards Component Level Prognostics and Health Management (PHM), Sensors. 20 (2020) 6845. (I.F 3.275, Q1- 15/64).

  4. Khalid, S.; I. Raouf, I.; Khan, A.; Kim, N.; Kim, H.S. A review of human-powered energy harvesting for smart electronics: recent progress and challenges. International Journal of Precision Engineering and Manufacturing-Green Technology 2019, 1–31(I.F 4.171, Q1- 18/130).


  1. I. Raouf, Kim Min-Ho, Kim Heung Soo, “Temperature Prediction of MNPs Hyperthermia using Finite Element Modeling”, KSNVE, Feb, 2019

  2. I. Raouf, Kim Heung Soo, “Parametric Study of Magnetic Nanoparticles Hyperthermia using Finite Element Analysis; KSME April 2019

  3. I. Raouf, Lee Jaehun, Kim Heung Soo, “A quantitative evaluation of in-vitro MNP hyperthermia using FEA; KSME October 2019

  4. I. Raouf, Lee Jaehun, Kim Heung Soo, “In-vitro studies Of Magnetic Nano-particles Hyperthermia Using Finite Element Modeling”, COSEIK, November 2019.

  5. I. Raouf, A. Rohan, Noh Yeong Rim, Hyeonho Hwang, H. Lee; Kim, Heung Soo, Robotic Arm’s reducer fault detection using motor current signature analysis (MCSA), KSNVE, October 2020

  6. I. Raouf, Kim Heung Soo, Studying the potential effect of heat loss from the ferrofluid for the Hyperthermia applications; KSME, October 2020

  7. A. Rohan, I. Raouf, H. Lee; Kim, Heung Soo, A consolidated approach for Electrical, Electronics, and Mechanical Fault detection and diagnosis using Motor Current Signature Analysis(MCSA) with Machine Learning-based classification system; KSME, October 2020

  8. I. Raouf, A. Rohan, H. Lee; Kim, Heung Soo;Features Selection Mechanism for rotate vector (RV) reducer fault detection using motor current signature analysis (MCSA); KSNVE, May 2021

  9. I. Raouf, A. Rohan, H. Lee; Kim, Heung Soo; “Mechanical Fault Detection of RV Reducer Based on Machine Learning Using Motor Current Signature Analysis” PHMAP, Sep 2021

  10. A. Rohan, I. Raouf, H. Lee; Kim, Heung Soo, Machine Learning (ML) and Deep Learning (DL) Applications for Component-Level Prognostics and Health Management (PHM); PHMAP, Sep 2021

  11. Yeong Rim Noh, Asif Khan, I. Raouf, Kim, Heung Soo; Real-time damage detection technology in smart composite laminate by applying data augmentation and transfer learning; PHMAP, Sep 2021