Chanaka Keerthisinghe
Chanaka Keerthisinghe
Postdoctoral Researcher (Univ. of Washington), PhD (Univ. of Sydney); BE and ME (Univ. of Auckland)
Verified email at ieee.org - Homepage
TitleCited byYear
A fast technique for smart home management: ADP with temporal difference learning
C Keerthisinghe, G Verbič, AC Chapman
IEEE Transactions on smart grid 9 (4), 3291-3303, 2016
482016
Evaluation of a multi-stage stochastic optimisation framework for energy management of residential PV-storage systems
C Keerthisinghe, G Verbič, AC Chapman
2014 australasian universities power engineering conference (AUPEC), 1-6, 2014
282014
Energy management of PV-storage systems: ADP approach with temporal difference learning
C Keerthisinghe, G Verbič, AC Chapman
2016 Power Systems Computation Conference (PSCC), 1-7, 2016
212016
A project-based cooperative approach to teaching sustainable energy systems
G Verbič, C Keerthisinghe, AC Chapman
IEEE Transactions on Education 60 (3), 221-228, 2017
202017
Addressing the stochastic nature of energy management in smart homes
C Keerthisinghe, G Verbič, AC Chapman
2014 Power Systems Computation Conference, 1-7, 2014
182014
Energy management of PV-storage systems: Policy approximations using machine learning
C Keerthisinghe, AC Chapman, G Verbič
IEEE Transactions on Industrial Informatics 15 (1), 257-265, 2018
132018
PV and Demand Models for a Markov Decision Process Formulation of the Home Energy Management Problem
C Keerthisinghe, AC Chapman, G Verbič
IEEE Transactions on Industrial Electronics 66 (2), 1424-1433, 2018
52018
Low cost circular couplers for bi-directional IPT systems
C Keerthisinghe, D Thrimawithana, U Madawala
2013 IEEE International Conference on Industrial Technology (ICIT), 1636-1641, 2013
22013
PV-Battery Systems for Critical Loads During Emergencies: A Case Study from Puerto Rico After Hurricane Maria
C Keerthisinghe, M Ahumada-Paras, LD Pozzo, DS Kirschen, H Pontes, ...
IEEE Power and Energy Magazine 17 (1), 82-92, 2019
12019
Machine Learning Based State-Space Approximate Dynamic Programming Approach for Energy and Reserve Management of Power Plants
Keerthisinghe, C., Sun, H., Takaguchi, Y., Nikovski, D.N., Hashimoto, H.
IEEE PES Innovative Smart Grid Technologies Asia (ISGT Asia), July 11,. 2018., 2018
1*2018
A Project-Based Cooperative Approach to Teaching Sustainable Energy Systems
A Chapman, C Keerthisinghe, G Verbic
(IEEE) Institute of Electrical and Electronics Engineers, 2017
2017
Fast Solution Techniques for Energy Management in Smart Homes
C Keerthisinghe
University of Sydney, 2016
2016
Energy management of PV-storage systems: ADP approach with temporal difference learning
A Chapman, C Keerthisinghe, G Verbic
Power Systems Computation Conference PSCC organiser, 2016
2016
Magnetic Modelling of Inductive Power Transfer Pads for Charging Electric Vehicles
C Keerthisinghe
The University of Auckland, 2012
2012
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