Academic Staff - Department of Electrical and Electronic Engineering - USJ

Mr. Nimantha Madhushan

B.Sc Eng. Hons (UoR | SL), M.Phil. (Reading, USJ | SL)

Lecturer – On Contract (Department of Electrical and Electronic Engineering)

  • nimanthamk@sjp.ac.lk
Bio
Publications
Grants & Funding
Supervision
Contact

Mr. Nimantha Madhushan obtained his B.Sc. Degree specializing in Electrical and Information Engineering in January 2019 from the University of Ruhuna. After completing his undergraduate studies, he was recruited as a temporary demonstrator in the Department of Information & Communication Technology, Faculty of Technology, University of Sri Jayewardenepura in May 2019. In June 2020, he was recruited as a temporary demonstrator in the Department of Electrical & Electronic Engineering, Faculty of Engineering, University of Sri Jayewardenepura. He started his graduate studies after the recruitment and joined the same department as a research assistant in October 2022. Since November 2023, he has been working in the same department as a lecturer while conducting his graduate studies.

Journal Papers

  • R. Rathnayake, N. Madhushan, A. Jeeva, D. Darshani, I. Pathirana, S. Ghosh A. Subasinghe, B.N. Silva, P.L. Wijesinghe, U. Wijenayake et, “Real-Time Multi-Spectral Iris Extraction in Diversified Eye Images Utilizing Convolutional Neural Networks,” in IEEE Access, vol. 12, pp. 93283-93293, 2024, doi: 10.1109/ACCESS.2024.3422807.
  • Nimantha Madhushan, Udari Perera, Uditha Wijewardhana, and Nishan Dharmaweera, “Real-Time Non-Intrusive Load Monitoring for Low-Power Appliances Using Odd Current Harmonics,” International Journal of Electrical and Electronic Engineering & Telecommunications, Vol. 12, No. 6, pp. 385-394, November 2023. doi: 10.18178/ijeetc.12.6.385-394
  • R. Rathnayake, N. Madhushan, A. Jeeva, D. Darshani, A. Subasinghe, B.N. Silva, P.L. Wijesinghe, U. Wijenayake, “Current Trends in Human Pupil Localization: A Review,” in IEEE Access, vol. 11, pp. 115836-115853, 2023, doi: 10.1109/ACCESS.2023.3325293.

Conference Papers

  • N. Madhushan, R. Rathnayake, D. Darshani, U. Wijewardhana, and N. Dharmaweera, “A Semi-supervised Low-complexity Appliance Identification and Monitoring System for Residential Houses,” accepted for the present at the 2024 IEEE 21st International Conference on Smart Communities: Improving Quality of Life using AI, Robotics and IoT (HONET), Doha, Qatar
  • N. Madhushan, R. Rathnayake, D. Darshani, U. Wijewardhana and N. Dharmaweera, “Abnormal Operations Detection of Residential Electric Appliances using Non-Intrusive Load Monitoring,” 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), Pune, India, 2024, pp. 1-6, doi: 10.1109/I2CT61223.2024.10544325.
  • N. Madhushan, R. Rathnayake, D. Darshani, U. Wijewardhana and N. Dharmaweera, “Real-Time Non-Intrusive Load Monitoring System for Residential Appliance Identification,” 2024 4th International Conference on Advanced Research in Computing (ICARC), Belihuloya, Sri Lanka, 2024, pp. 363-368, doi: 10.1109/ICARC61713.2024.10499781.
  • N. Madhushan, R. Rathnayake, A. Udhyani, U. Wijewardhana and N. Dharmaweera, “Rule-based Self-supervised learning Non-Intrusive Load Monitoring system for residential houses,” 2023 IEEE 8th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), Kuala Lumpur, Malaysia, 2023, pp. 1-6, doi: 10.1109/ICRAIE59459.2023.10468116.
  • N. Madhushan, R. Rathnayake, and N. Dharmaweera, “Active power-based event detection algorithm for real-time load monitoring systems,” presented at 2022 IEEE 10th Power India International Conference (PIICON). IEEE, 2022, pp. 1–6, doi: 10.1109/PIICON56320.2022.10045262.
  • N. Madhushan, N. Dharmaweera, and U. Wijewardhana, “Supervised non-intrusive load monitoring algorithm for identifying different operating states of type-II residential appliances,” presented at 2022 Moratuwa Engineering Research Conference (MERCon). 2022, pp. 1–6, doi: 10.1109/MERCon55799.2022.9906271.

Final Year Projects

  • Smart Shopping Cart – Batch 05
  • Development of a V2H bidirectional charger to enable demand side management in Sri Lanka – Batch 05
  • IoT-Enabled Smart Building Management System – Batch 05
  • Improving accuracy of thermal imagining – Batch 05

Mr. Nimantha Madhushan,
Department of Electrical and Electronic Engineering,
University of Sri Jayewardenepura

nimanthamk@sjp.ac.lk