Md. Nazmul Hasan
Assistant Professor





Doctor of Philosophy 
Electrical and Electronic Information System Engineering
University of Ulsan, Republic of Korea
Master of Science
June, 2016
Electronics and Communication Engineering
Khulna University, Bangladesh
Bachelor of Science
October, 2012
Electronics and Communication Engineering
Khulna University, Bangladesh

  • Condition and Health Monitoring of Mechanical Systems using Machine Learning
  • Deep Learning

If you are more interested, please visit my Google Scholar account 

Current Research Project/Collaboration

SL Title Research Role Awarded Date Completion Date Funding Agency
No Research Project Available

Professional Experiences

  • July 26, 2016 - Till date as Assistant Professor in Electronics and Communication Engineering Discipline, Khulna University
  • September 05, 2013 - July 25, 2013 as Lecturer in Electronics and Communication Engineering Discipline, Khulna University
  • April 01, 2013 - August 31, 2013 as Telecommunication Engineer in Huawei Technologies Bangladesh Ltd.
  • December 01, 2012 - March 31, 2013 as NSS Engineer in NEC Corporation Bangladesh

Administrative Experience

  • January 04, 2016 - June 30, 2019 as an Assistant Provost of Jatir Janak Bangabandhu Sheikh Mujibur Rahman Hall, Khulna University

coming soon...


SL Title Degree Role Start Date End Date
No Supervision Available

coming soon...

Journal Articles

  • Md. N. Hasan and I. Koo, “Mixed-Input Deep Learning Approach to Sleep/Wake State Classification by Using EEG Signals,” Diagnostics, vol. 13, no. 14, p. 2358, Jul. 2023, doi: 10.3390/diagnostics13142358.
  • Md. Nazmul Hasan, Sana Ullah Jan, and Insoo Koo, " Wasserstein GAN-based Digital Twin Inspired Model for Early Drift Fault Detection in Wireless Sensor Networks" in IEEE Sensors Journal, vol. 23, issue 12, Page(s): 13327-13339, June 2023doi: 10.1109/JSEN.2023.3272908. 
  • Md. Arif Ar Rafi, Md. Sajid K. Jaman, Md. Nazmul Hasan, Md. Rabiul Islam, M. A. Pervez Mahmud, Abbas Z. Kouzani, and Abdullah-Al Nahid, "Renewable Energy-based Hybrid Microgird for Economically Effective Coastal Electrification" in IEEE Transactions on Applied Superconductivity, vol. 31, no. 8, pp. 1-5, Nov.2021; doi:10.1109/TASC.2021.3089118
  • Md. Nazmul Hasan, Rafia Nishat Toma, Abdullah-Al Nahid, M M Manjurul Islam and Jong-Myon Kim, “Electricity Theft Detection in Smart Grid Systems: A CNN-LSTM Based Approach”, Energies 2019, 12(17), 3310; (registering DOI). [MDPI]. 
  • Rafia Nishat Toma, Imtiaj Ahmed Sohag, Md. Nazmul Hasan, "Analysis of the effect of Changing Height of the Substrate of Square Shaped Microstrip Patch Antenna on The performance for 5G Application" in International Journal of Wireless and Microwave Technologies (IJWMT), Vol. 9, Issue 3, pp. 33-45, May 2019
  • Rafia Nishat Toma, Md. Maniruzzaman, Om Prakash Panjiyar, Md. Mahmud Hasan, Md. Nazmul Hasan, Md. Atiqur Rahman, "Analysis of Crosstalk Noise for 2πRC Model considering Interconnect Parameters in Deep Submicron VLSI Circuit" in Journal of Telecommunication, Electronic and Computer Engineering, Vol 11, Issue 1, pp. 49-55, March 2019
  • Bulbul, Abdullah Al-Mamun, Md Tariq Hasan, Mohammad Ismat Kadir, Md Mahbub Hossain, Abdullah Al Nahid, and Md. Nazmul Hasan. "High-capacity downlink for millimeter wave communication network architecture." In Emerging Technologies in Data Mining and Information Security: Proceedings of IEMIS 2018, Volume 3, pp. 657-666. Springer Singapore, 2019.

Conference Proceedings 

  • Md. Nazmul Hasan and Insoo Koo, "Machine Learning-Based Sensor Drift Fault Classification using Discrete Cosine Transform," 2021 International Conference on Electronics, Communications and Information Technology (ICECIT), Khulna, Bangladesh, 2021, pp. 1-4, doi: 10.1109/ICECIT54077.2021.9641210.
  • Md. Arif-Ar-Rafi, Md. Sajid K Jaman, Md. Nazmul HasanAbdullah-Al Nahid, Md Rabiul Islam, Abbas Z. Kouzani, M A Parvez Mahmud,"Hybrid AC/DC Microgrid Modelling for Affordable Rural Electrification" in IEEE International Conference on Applied Superconductivity and Electromagnetic Devices (ASEMD-2020), 16-18 Oct. 2020, Tianjin, China
  • Rafia Nishat Toma, Md. Nazmul Hasan, Abdullah-Al Nahid, Bo Li, "Electricity Theft Detection to Reduce Non-technical Loss using Support Vector Machine in Smart Grid" in International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT-2019), 3-5 May, 2019, East West University, Dhaka, Bangladesh
  • Md. Nazmul Hasan , Md. Tariq Hasan, Rafia Nishat Toma, Md. Maniruzzaman, "FPGA Implementation of LBlock Lightweight Block Cipher" in 3rd International Conference on Electrical Engineering and Information Technology (ICEEICT 2016), September 22-24, 2016, Military Institute of Science and Technology (MIST), Mirpur, Dhaka, Bangladesh.
  • Abdullah-Al-Nahid, Yinan Kong, Md. Nazmul Hasan, "Performance Analysis of Canny’s Edge Detection Method for Modified Threshold Algorithms", International Conference on Electrical & Electronic Engineering (ICEEE), RUET, Rajshahi, Bangladesh (4-6 November, 2015).
  • Abdullah-Al-Nahid, Yinan Kong, Md. Nazmul Hasan, "Performance Analysis of Canny Methods for Various Thresholds", IEEESBDU Student Conference on Science & Engineering, Dhaka University, Dhaka, Bangladesh (11-12 September, 2015).
  • Abdullah-Al-Nahid, Yinan Kong, Md. Nazmul Hasan"A short review on Edge Detection Techniques", IEEESBDU Student Conference on Science & Engineering, Dhaka University, Dhaka, Bangladesh (11-12 September, 2015).