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Madhawa Herath
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Deep machine learning-based water level prediction model for Colombo flood detention area
M Herath, T Jayathilaka, Y Hoshino, U Rathnayake
Applied Sciences 13 (4), 2194, 2023
242023
Sensitivity analysis of parameters affecting wetland water levels: A study of flood detention basin, Colombo, Sri Lanka
M Herath, T Jayathilaka, HM Azamathulla, V Mandala, N Rathnayake, ...
Sensors 23 (7), 3680, 2023
152023
An image based approach of energy signal disaggregation using artificial intelligence
M Senarathna, M Herath, TD Thilakanayake, MH Liyanage, ...
2021 IEEE 16th International Conference on Industrial and Information …, 2021
92021
Comprehensive Analysis of Convolutional Neural Network Models for Non-Instructive Load Monitoring
GM Herath, TD Thilakanayake, MH Liyanage, CJ Angammana
2020 International Conference and Utility Exhibition on Energy, Environment …, 2020
82020
Managing Information Technology Projects: Building a Body of Knowledge in IT Project Management
S Perera, R Eadie
World Scientific, 2023
32023
A Study of the Effects of Appliance Energy Signatures on Different Neural Network Types in Nonintrusive Load Monitoring
M Herath, CJ Angammana, M Liyanage
IEEE Transactions on Instrumentation and Measurement 72, 1-10, 2023
22023
Overview of Generic Project Management Methodologies, Frameworks, and Standards
M Herath, P Perera
Managing Information Technology Projects: Building a Body of Knowledge in IT …, 2022
22022
Analysis of Artificial Intelligence based Methods For Sensorless Disaggregation of the Residential Electric Power Signals
GM Herath, TD Thilakanayake, MH Liyanage, CJ Angammana
Sri Lanka Energy Managers Association 25 (1), 1-11, 2022
12022
Impact of economic indicators on rice production: A machine learning approach in Sri Lanka
S Kularathne, N Rathnayake, M Herath, U Rathnayake, Y Hoshino
PLOS ONE 19 (6), e0303883, 2024
2024
The Current Status, Challenges, and Future Directions of Sustainability Assessment of Buildings in Sri Lanka
M Herath, S Karunaratne
SLIIT, Faculty of Engineering, 2024
2024
An Image-Based Disaggregation Study of Time Series Energy Data Using Gramian Angular Field
N Herath, M Herath, T Thilakanayake, C Angammana, M Liyanage
2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference …, 2023
2023
Appliance Anomaly Detection as NILM Extention
M Herath, T Thilakanayake, C Angammana, M Liyanage
2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference …, 2023
2023
Assessment of Non-Intrusive Load Monitoring as a Blind Source Separation Problem
GM Herath, MH Liyanage, CJ Angammana
2023 IEEE PES GTD International Conference and Exposition (GTD), 156-160, 2023
2023
Enhancement of Images Under Low Light Conditions Using Artificial Intelligence
M Marzook, M Herath, M Liyanage, T Thilakanayake
Sri Lanka Institute of Information Technology, 2023
2023
Neural Network based automated hot water mixture
FNM Firsan, GM Herath, TD Thilakanayake
The Journal of Advances in Engineering and Technology (JAET) 2 (1), 5-9, 2023
2023
Development of Real-Time, Self-Learning Artificial Intelligence-Based Algorithms for Non-Intrusive Energy Disaggregation in a Multi-Appliance Environment
M Herath
Faculty of Engineering Sri Lanka Institute of Information Technology, 2023
2023
Novel Image Based Method Using VI Curves with Aggregate Energy Data for Non-Intrusive Load Monitoring Applications
PML Liyanage, GM Herath, TD Thilakanayake, MH Liyanage
2022 4th International Conference on Advancements in Computing (ICAC), 258-263, 2022
2022
An Artificial Intelligence Based Method for Optimization of Domestic Electricity Cost Under Dynamic Pricing Schemes
ML Thakshila Thilakanayake, Nirasha Herath, Madhawa Herath, Chitral Angammana
The 31st Annual Newfoundland Electrical and Computer Engineering Conference …, 2022
2022
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
CJA I. D. V. J. Dhanawansa, G.M. Herath, T. D. Thilakanayake, M.H. Liyanage
The 2nd International Conference on Energy and AI 1 (1), 33-38, 2021
2021
Delays Analysis in Implementation of Mobile Telecom Projects at Etisalat Lanka (Private) Limited
GM Herath
Post Graduate Institute of Management, University of Sri Jayewardenapura, 2010
2010
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