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Author

Madhawa Herath

Observed names: G. M. Herath, G.M. Herath
ORCID: 0000-0003-0306-1776
Observed ORCID: 0000-0003-0306-1776
OpenAlex ID: A5002542591
Deep Machine Learning-Based Water Level Prediction Model for Colombo Flood Detention Area
2023 · Madhawa Herath, Tharaka Jayathilaka, et al. · Applied Sciences · 45
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Sensitivity Analysis of Parameters Affecting Wetland Water Levels: A Study of Flood Detention Basin, Colombo, Sri Lanka
2023 · Madhawa Herath, Tharaka Jayathilaka, et al. · Sensors · 28
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Impact of economic indicators on rice production: A machine learning approach in Sri Lanka
2024 · Sherin Kularathne, Namal Rathnayake, et al. · PLoS ONE · 15
A Study of the Effects of Appliance Energy Signatures on Different Neural Network Types in Nonintrusive Load Monitoring
2023 · Madhawa Herath, Chitral J. Angammana, et al. · IEEE Transactions on Instrumentation and Measurement · 10
An Image Based Approach of Energy Signal Disaggregation Using Artificial Intelligence
2021 · Manuri Senarathna, Madhawa Herath, et al. · IEEE International Conference on Industrial and Information Systems (ICIIS) · 9
Comprehensive Analysis of Convolutional Neural Network Models for Non-Instructive Load Monitoring
2020 · G.M. Herath, T.D. Thilakanayake, et al. · International Conference and Utility Exhibition on Energy, Environment and Climate Change (ICUE) · 9
An Image-Based Disaggregation Study of Time Series Energy Data Using Gramian Angular Field
2023 · Nirasha Herath, Madhawa Herath, et al. · Asia-Pacific Power and Energy Engineering Conference (APPEEC) · 5
Assessment of Non-Intrusive Load Monitoring as a Blind Source Separation Problem
2023 · G.M. Herath, M.H. Liyanage, et al. · 4
Appliance Anomaly Detection as NILM Extention
2023 · Madhawa Herath, Thakshila Thilakanayake, et al. · Asia-Pacific Power and Energy Engineering Conference (APPEEC) · 2
Overview of Generic Project Management Methodologies, Frameworks, and Standards
2023 · Madhawa Herath, Prasad Perera · WORLD SCIENTIFIC eBooks · 1
Enhancement of Images Under Low Light Conditions Using Artificial Intelligence
2023 · Mazhara Marzook, Madhawa Herath, et al. · Proceedings of the sliit international conference on engineering and technology · 1
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Analysis of Artificial Intelligence based Methods For Sensorless Disaggregation of the Residential Electric Power Signals
2022 · G. M. Herath, T. D. Thilakanayake, et al. · SLEMA Journal · 1
Wavelets to detect trends and variability of mini hydropower generations—Insights from Sri Lanka
2026 · Dilmi Amarakoon, Panchali Fonseka, et al. · Clean Energy Science and Technology
Neural Network based automated hot water mixture
2023 · F.N.M. Firsan, G. M. Herath, et al. · Journal of Advances in Engineering and Technology
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Novel Image Based Method Using V-I Curves with Aggregate Energy Data for Non-Intrusive Load Monitoring Applications
2022 · P.M.L. Liyanage, G.M. Herath, et al. · International Conference on Advancements in Computing (ICAC)
Works count: 15
Citation count: 130
H-index: 6
I10-index: 4
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