Kasun Bandara

Distributed solar generation forecasting using attention-based deep neural networks for cloud movement prediction

Maneesha Perera, Julian de Hoog, Kasun Bandara, Saman Halgamuge

au, lk (code pays fourni par la source)

Distributed solar generation forecasting using attention-based deep neural networks for cloud movement prediction

Maneesha Perera, Julian de Hoog, Kasun Bandara, Hansani Weeratunge et autres

au, lk (code pays fourni par la source)

Enhancing Demand Forecasting in Retail: A Comprehensive Analysis of Sales Promotional Effects on the Entire Demand Life Cycle

Harsha Chamara Hewage, H. Niles Perera, Kasun Bandara

lk, gb, au (code pays fourni par la source)

Coupling Rainfall Intensity and Satellite-Derived Soil Moisture for Time of Concentration Prediction: A Data-Driven Hydrological Approach to Enhance Climate Responsiveness

Kasun Bandara, Kavini Pabasara, Luminda Gunawardhana, Janaka Bamunawala et autres

lk, jp, de (code pays fourni par la source)

MSTL: a seasonal-trend decomposition algorithm for time series with multiple seasonal patterns

Kasun Bandara, Rob J. Hyndman, Christoph Bergmeir

au (code pays fourni par la source)

Understanding Online Consumer Behavior in Retail Operations: An Interpretable Machine Learning Approach

Ali Eshragh, Saed Alizamir, Foad Iravani, Kasun Bandara

Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data

Maneesha Perera, Julian de Hoog, Kasun Bandara, Damith Senanayake et autres

au (code pays fourni par la source)

Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data

Maneesha Perera, Julian de Hoog, Kasun Bandara, Damith Senanayake et autres

Forecasting Hierarchical Time Series Using Non-Linear Mappings

Shanika L. Wickramasuriya, Kasun Bandara, Hansika Hewamalage, Maneesha Perera

au (code pays fourni par la source)

Advanced Genetic Algorithm for Optimal Microgrid Scheduling Considering Solar and Load Forecasting, Battery Degradation, and Demand Response Dynamics

W. M. N. Witharama, K. M. D. P. Bandara, M. I. Azeez, Kasun Bandara et autres

lk, au, de (code pays fourni par la source)

The Energy Prediction Smart-Meter Dataset: Analysis of Previous Competitions and Beyond

Direnc Pekaslan, José M. Alonso, Kasun Bandara, Christoph Bergmeir et autres

Optimal Scheduling of a Solar-Powered Microgrid Using ML-Based Solar and Load Forecasting

W. M. N. Witharama, K. M. D. P. Bandara, M. I. Azeez, M Adhikari et autres

lk, sk, au, de (code pays fourni par la source)