Impact of economic indicators on rice production: A machine learning approach in Sri Lanka
Kularathne, Sherin, Rathnayake, Namal, Herath, Madhawa, Rathnayake, Upaka, Hoshino, Yukinobu
Published in PloS one (21.06.2024)
Published in PloS one (21.06.2024)
Get full text
Journal Article
Sensitivity Analysis of Parameters Affecting Wetland Water Levels: A Study of Flood Detention Basin, Colombo, Sri Lanka
Herath, Madhawa, Jayathilaka, Tharaka, Azamathulla, Hazi Mohammad, Mandala, Vishwanadham, Rathnayake, Namal, Rathnayake, Upaka
Published in Sensors (Basel, Switzerland) (02.04.2023)
Published in Sensors (Basel, Switzerland) (02.04.2023)
Get full text
Journal Article
Deep Machine Learning-Based Water Level Prediction Model for Colombo Flood Detention Area
Herath, Madhawa, Jayathilaka, Tharaka, Hoshino, Yukinobu, Rathnayake, Upaka
Published in Applied sciences (01.02.2023)
Published in Applied sciences (01.02.2023)
Get full text
Journal Article
An Image-Based Disaggregation Study of Time Series Energy Data Using Gramian Angular Field
Herath, Nirasha, Herath, Madhawa, Thilakanayake, Thakshila, Angammana, Chitral, Liyanage, Migara
Published in 2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference (APPEEC) (06.12.2023)
Published in 2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference (APPEEC) (06.12.2023)
Get full text
Conference Proceeding
Appliance Anomaly Detection as NILM Extention
Herath, Madhawa, Thilakanayake, Thakshila, Angammana, Chitral, Liyanage, Migara
Published in 2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference (APPEEC) (06.12.2023)
Published in 2023 IEEE PES 15th Asia-Pacific Power and Energy Engineering Conference (APPEEC) (06.12.2023)
Get full text
Conference Proceeding
An Image Based Approach of Energy Signal Disaggregation Using Artificial Intelligence
Senarathna, Manuri, Herath, Madhawa, Thilakanayake, Thakshila D., Liyanage, Migara H., Angammana, Chitral J.
Published in 2021 IEEE 16th International Conference on Industrial and Information Systems (ICIIS) (12.09.2021)
Published in 2021 IEEE 16th International Conference on Industrial and Information Systems (ICIIS) (12.09.2021)
Get full text
Conference Proceeding