Addressing the stochastic nature of energy management in smart homes. - Chanaka Keerthisinghe; Gregor Verbic; Archie C. Chapman (PSCC, 2014)

Energy management of PV-storage systems: ADP approach with temporal difference learning. - Chanaka Keerthisinghe; Gregor Verbic; Archie C. Chapman (PSCC, 2016)

Fast Solution Techniques for Energy Management in Smart Homes. - Chanaka Keerthisinghe (2016)

A Project-Based Cooperative Approach to Teaching Sustainable Energy Systems. - Gregor Verbic; Chanaka Keerthisinghe; Archie C. Chapman (IEEE Trans. Educ., 2017)

A Fast Technique for Smart Home Management: ADP With Temporal Difference Learning. - Chanaka Keerthisinghe; Gregor Verbic; Archie C. Chapman (IEEE Trans. Smart Grid, 2018)

PV and Demand Models for a Markov Decision Process Formulation of the Home Energy Management Problem. - Chanaka Keerthisinghe; Archie C. Chapman; Gregor Verbic (IEEE Trans. Ind. Electron., 2019)

Energy Management of PV-Storage Systems: Policy Approximations Using Machine Learning. - Chanaka Keerthisinghe; Archie C. Chapman; Gregor Verbic (IEEE Trans. Ind. Informatics, 2019)

1 Real-Time Digital Simulation of Microgrid Control Strategies. - Chanaka Keerthisinghe; Daniel S. Kirschen (ISGT, 2020)

Improved PV Forecasts for Capacity Firming. - Chanaka Keerthisinghe; Evan Mickelson; Daniel S. Kirschen; Nathan Shih; Scott Gibson (IEEE Access, 2020)

A Fast and Optimal Smart Home Energy Management System: State-Space Approximate Dynamic Programming. - Zhiheng Zhao; Chanaka Keerthisinghe (IEEE Access, 2020)

Improved Short-Term Wind Power Forecasts: Low-Latency Feedback Error Correction Using Ramp Prediction and Data From Nearby Farms. - Chanaka Keerthisinghe; Ana Rita Silva; Paulino Tardáguila; Gábor Horváth; Aijun Deng; Thomas N. Theis (IEEE Access, 2023)