Madhawa Herath

Employment

• Sri Lanka Institute of Information Technology Assistant Professor
  2013 - Present

Education

• University of Sri Jayewardenepura MBA
  2008 - 2010
• University of Moratuwa B.Sc. Eng. (Hons)
  2001 - 2005

Projects & Funding

Projects & funding information is unavailable.

Publications (11)

• Wavelets to detect trends and variability of mini hydropower generations—Insights from Sri Lanka
  Dilmi Amarakoon, H. P. U. Fonseka, Madhawa Herath +1 more
  Clean Energy Science and Technology 2026 DOI: 10.18686/cest733
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• Assessment of Non-Intrusive Load Monitoring as a Blind Source Separation Problem
  2023 IEEE PES GTD International Conference and Exposition (GTD) 2023 DOI: 10.1109/gtd49768.2023.00056
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• Sensitivity Analysis of Parameters Affecting Wetland Water Levels: A Study of Flood Detention Basin, Colombo, Sri Lanka
  Madhawa Herath, Tharaka Jayathilaka, Hazi Mohammad Azamathulla +3 more
  Sensors 2023 DOI: 10.3390/s23073680
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• Deep Machine Learning-Based Water Level Prediction Model for Colombo Flood Detention Area
  Madhawa Herath, Tharaka Jayathilaka, Yukinobu Hoshino +1 more
  Applied Sciences 2023 DOI: 10.3390/app13042194
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• A Study of the Effects of Appliance Energy Signatures on Different Neural Network Types in Nonintrusive Load Monitoring
  IEEE Transactions on Instrumentation and Measurement 2023 DOI: 10.1109/TIM.2023.3305664
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• Overview of generic project management methodologies, frameworks, and standards
  Managing Information Technology Projects: Building A Body Of Knowledge In It Project Management 2023 DOI: 10.1142/9789811240584_0002
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• Analysis of Artificial Intelligence based Methods For Sensorless Disaggregation of the Residential Electric Power Signals
  SLEMA Journal 2022 DOI: 10.4038/slemaj.v25i1.34
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• Novel Image Based Method Using V-I Curves with Aggregate Energy Data for Non-Intrusive Load Monitoring Applications
  2022 4th International Conference on Advancements in Computing (ICAC) 2022 DOI: 10.1109/ICAC57685.2022.10025280
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• An Image Based Approach of Energy Signal Disaggregation Using Artificial Intelligence
  2021 IEEE 16th International Conference on Industrial and Information Systems (ICIIS) 2021 DOI: 10.1109/iciis53135.2021.9660638
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• AN INVESTIGATION OF THE EFFECT S OF KERNEL TUNING ON THE PERFORMANCE OF C ONVOLUTION NEURAL NE TWORK ARCHITECTURES : A CASE STUDY OF NON – INSTRUCTIVE LOAD MONITORING APPLICATIONS
  The 2nd International Conference on Energy and AI 2021
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• Comprehensive Analysis of Convolutional Neural Network Models for Non-Instructive Load Monitoring
  2020 International Conference and Utility Exhibition on Energy, Environment and Climate Change (ICUE) 2020 DOI: 10.1109/icue49301.2020.9307089
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