Comparison of echo state network and extreme learning machine for PV power prediction. - Iroshani Jayawardene; Ganesh K. Venayagamoorthy (CIASG, 2014)

Comparison of Adaptive Neuro-Fuzzy Inference Systems and Echo State Networks for PV Power Prediction. - Iroshani Jayawardene; Ganesh K. Venayagamoorthy (INNS Conference on Big Data, 2015)

Frequency Prediction of Synchronous Generators in a Multi-Machine Power System with a Photovoltaic Plant Using a Cellular Computational Network. - Yawei Wei; Iroshani Jayawardene; Ganesh Kumar Venayagamoorthy (SSCI, 2015)

Reservoir based learning network for control of two-area power system with variable renewable generation. - Iroshani Jayawardene; Ganesh K. Venayagamoorthy (Neurocomputing, 2015)

Cellular computational extreme learning machine network based frequency predictions in a power system. - Iroshani Jayawardene; Ganesh K. Venayagamoorthy (IJCNN, 2017)

Optimized automatic generation control in a multi-area power system with particle swarm optimization. - Iroshani Jayawardene; Yawei Wei; Ganesh Kumar Venayagamoorthy (SSCI, 2017)

Denial of Service Attack on Tie-Line Bias Control in a Power System With PV Plant. - Xingsi Zhong; Iroshani Jayawardene; Ganesh Kumar Venayagamoorthy; Richard R. Brooks (IEEE Trans. Emerg. Top. Comput. Intell., 2017)

CI-based Analytics for Photovoltaic Power Predictions and Tie-line Bias Control in Smart Grid. - Iroshani Jayawardene; Raghavendra V. Kulkarni 001; Ganesh Kumar Venayagamoorthy (SSCI, 2018)

Spatio-Temporal Distributed Solar Irradiance and Temperature Forecasting. - Chirath Pathiravasam; Paranietharan Arunagirinathan; Iroshani Jayawardene; Ganesh K. Venayagamoorthy; Yongqiang Wang (IJCNN, 2020)

Resilient and Sustainable Tie-Line Bias Control for a Power System in Uncertain Environments. - Iroshani Jayawardene; Ganesh Kumar Venayagamoorthy; Xingsi Zhong (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

Koala-UI: An Interactive User Interface for Tabular Data Linking. - Roberto Avogadro; Iroshani Jayawardene; Xiang Ma; Ahmet Soylu; Dumitru Roman (RuleML+RR (Companion), 2024)

Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station. - Iroshani Jayawardene; Dumitru Roman; Yingxiang Zhao; Alexander G. Ulyashin; Ahmet Soylu; Xiang Ma (RuleML+RR (Companion), 2024)

TabLinkLLM: An LLM-Based Approach for Entity Linking in Tabular Data. - Iroshani Jayawardene; Roberto Avogadro; Ahmet Soylu; Dumitru Roman (WI/IAT, 2024)