Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
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Blog Post number 4
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
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This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
Quality Assessment of Welding using Regression Analysis of Biomechanical Data
Published in 2024 Moratuwa Engineering Research Conference (MERCon) (IEEE), 2024
This study uses wearable IMU sensors to capture hand movements during welding, applying machine learning and deep learning to predict welding quality parameters (such as symmetry and path distribution) through regression analysis with minimal error.
Comparison of Appliance Signature Classification Methods for Non-Intrusive Load Monitoring
Published in 2024 Moratuwa International Conference on Electrical Engineering (EECon) (IEEE), 2024
This study reviews and compares machine learning and deep learning models, specifically using the PLAID dataset, for classifying appliance loads in Non-Intrusive Load Monitoring (NILM), analyzing how sampling frequency affects model performance to guide the selection of effective NILM techniques.
Performance Benchmarking of Psychomotor Skills Using Wearable Devices: An Application in Sport
Published in IEEE Access, 2025
This study presents a wearable IMU-based framework for analyzing and optimizing psychomotor learning by mapping motion trajectories to performance metrics, identifying benchmark clusters that define optimal performance, and guiding corrective actions, validated through a case study on the forehand shot in table tennis.
LSTM based Model for Weather-based Solar Irradiance Prediction for Long-Term PV Energy Planning
Published in 19th IEEE International Conference on Industrial and Information Systems (ICIIS 2025), 2025
This study proposes a deep learning approach using LSTM networks with attention mechanisms to reconstruct missing solar irradiance data from long-term meteorological records, enabling accurate long-term forecasting for photovoltaic (PV) systems. The model outperforms conventional LSTM methods, achieving high accuracy in case studies from Colombo and Hotevilla, thus supporting improved solar energy planning and investment decisions.
talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
University of Peradeniya
Temporary Instructor, Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Peradeniya, Sri Lanka., 2024
Instructor (Teaching Assistant) for Undergraduate courses.
University of Peradeniya
Temporary Lecturer, Department of Electrical and Electronic Engineering, Faculty of Engineering, University of Peradeniya, Sri Lanka., 2025
Temporary Lecturer, DEEE, University of Peradeniya for Undergraduate courses.