Kasun Bandara - Publications, H-index & Citations

Kasun Bandara

The University of Melbourne

22H指数

71论文数

2.6K被引数

收录论文 21

发表时间

Distributed solar generation forecasting using attention-based deep neural networks for cloud movement prediction 基于注意力机制的深度神经网络用于云运动预测的分布式太阳能发电预测

Energy

IF9.4

2026-07-21

OAAI

Maneesha Perera; Julian De Hoog; Kasun Bandara; Hansani Weeratunge; Saman Halgamuge

Coupling Rainfall Intensity and Satellite-Derived Soil Moisture for Time of Concentration Prediction: A Data-Driven Hydrological Approach to Enhance Climate Responsiveness 耦合降雨强度与卫星反演土壤湿度进行集流时间预测：一种提升气候响应性的数据驱动水文方法

Hydrology 2025, Vol. 12, Page 264

IF0

2025-10-06

OAAI

Kasun Bandara; Kavini Pabasara; Luminda Gunawardhana; Janaka Bamunawala; Jeewanthi Sirisena; Lalith Rajapakse

Enhancing Demand Forecasting in Retail: A Comprehensive Analysis of Sales Promotional Effects on the Entire Demand Life Cycle 提升零售业需求预测：销售促销效应对整个需求生命周期的全面分析

JOURNAL OF FORECASTING

IF2.7

2025-10-01

OAAI

Hewage, Harsha Chamara; Perera, H. Niles; Bandara, Kasun

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

APPLIED ENERGY

IF11

2024-05-01

OAAI

Perera, Maneesha; De Hoog, Julian; Bandara, Kasun; Senanayake, Damith; Halgamuge, Saman

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

IEEE ACCESS

IF3.6

2024-01-01

PREAI

Witharama, W. M. N.; Bandara, K. M. D. P.; Azeez, M. I.; Bandara, Kasun; Logeeshan, V.; Wanigasekara, Chathura

Multi-resolution, multi-horizon distributed solar PV power forecasting with forecast combinations

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2022-11-01

OAAI

Perera, Maneesha; De Hoog, Julian; Bandara, Kasun; Halgamuge, Saman

A fast and scalable ensemble of global models with long memory and data partitioning for the M5 forecasting competition

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2022-10-01

PREAI

Bandara, Kasun; Hewamalage, Hansika; Godahewa, Rakshitha; Gamakumara, Puwasala

Can machine learning improve small area population forecasts? A forecast combination approach 机器学习可以改善小区域人口预测吗？一种预测组合方法

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

IF8.3

2022-07-01

PREAI

Grossman, Irina; Bandara, Kasun; Wilson, Tom; Kirley, Michael

Grain-scale analysis of proppant crushing and embedment using calibrated discrete element models

ACTA GEOTECHNICA

IF5.7

2022-06-27

OAAI

Bandara, K. M. A. S.; Ranjith, P. G.; Zheng, W.; Tannant, D. D.; De Silva, V. R. S.; Rathnaweera, T. D.

Experimental characterization of time-dependent mechanical behaviours of frac sand at high compressive stresses and implication on long-term proppant conductivity

GEOMECHANICS AND GEOPHYSICS FOR GEO-ENERGY AND GEO-RESOURCES

IF4.2

2022-04-07

PREAI

Sanchez, Diego; Gilchrist, Drew; Yang, Shengqi; Bandara, K. M. A. S.; Gamage, Ranjith Pathegama; Zheng, Wenbo

Global models for time series forecasting: A Simulation study 时间序列预测的全局模型: 模拟研究

PATTERN RECOGNITION

IF7.6

2022-04-01

OAAI

Hewamalage, Hansika; Bergmeir, Christoph; Bandara, Kasun

Ensembles of localised models for time series forecasting 用于时间序列预测的本地化模型的集合

KNOWLEDGE-BASED SYSTEMS

IF7.6

2021-12-01

OAAI

Godahewa, Rakshitha; Bandara, Kasun; Webb, Geoffrey, I; Smyl, Slawek; Bergmeir, Christoph

Improving the accuracy of global forecasting models using time series data augmentation 利用时间序列数据增强提高全球预测模型的准确性

PATTERN RECOGNITION

IF7.6

2021-12-01

OAAI

Bandara, Kasun; Hewamalage, Hansika; Liu, Yuan-Hao; Kang, Yanfei; Bergmeir, Christoph

Crushing and embedment of proppant packs under cyclic loading: An insight to enhanced unconventional oil/gas recovery 循环载荷下支撑剂充填的破碎和嵌入: 提高非常规油气采收率的见解

GEOSCIENCE FRONTIERS

IF8.9

2021-11-01

OAAI

Bandara, K. M. A. S.; Ranjith, P. G.; Rathnaweera, T. D.; Wanniarachchi, W. A. M.; Yang, S. Q.

An experimental investigation of the effect of long-term, time-dependent proppant embedment on fracture permeability and fracture aperture reduction

INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES

IF7.5

2021-08-01

PREAI

Bandara, K. M. A. S.; Ranjith, P. G.; Haque, A.; Wanniarachchi, W. A. M.; Zheng, W.; Rathnaweera, T. D.

A Coupled X-Ray Imaging and Experimental Permeability Study of Propped Hydraulically Induced Fractures

ROCK MECHANICS AND ROCK ENGINEERING

IF6.6

2021-07-27

PREAI

Bandara, K. M. A. S.; Ranjith, P. G.; Kumari, W. G. P.

LSTM-MSNet: Leveraging Forecasts on Sets of Related Time Series With Multiple Seasonal Patterns Lstm-msnet: 利用具有多个季节模式的相关时间序列集的预测

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2021-04-01

110

OAAI

Bandara, Kasun; Bergmeir, Christoph; Hewamalage, Hansika

Recurrent Neural Networks for Time Series Forecasting: Current status and future directions

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2021-01-01

406

OAAI

Hewamalage, Hansika; Bergmeir, Christoph; Bandara, Kasun

Forecasting across time series databases using recurrent neural networks on groups of similar series: A clustering approach

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2020-02-01

202

OAAI

Bandara, Kasun; Bergmeir, Christoph; Smyl, Slawek

Stress state and stress path evaluation to address uncertainties in reservoir rock failure in CO2 sequestration in deep saline aquifers: An experimental study of the Hawkesbury sandstone formation

JOURNAL OF CO2 UTILIZATION

IF8.4

2018-07-01

PREAI

Rathnaweera, T. D.; Ranjith, P. G.; Perera, M. S. A.; Wanniarachchi, W. A. M.; Bandara, K. M. A. S.

研究方向