Alexander J. M. Kell
Orcid: 0000-0003-3100-4306Affiliations:
- Newcastle University, UK
According to our database1,
Alexander J. M. Kell
authored at least 12 papers
between 2018 and 2022.
Collaborative distances:
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Bibliography
2022
Machine learning applications for electricity market agent-based models: A systematic literature review.
CoRR, 2022
A systematic literature review on machine learning for electricity market agent-based models.
Proceedings of the IEEE International Conference on Big Data, 2022
Optimizing a domestic battery and solar photovoltaic system with deep reinforcement learning.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
The impact of online machine-learning methods on long-term investment decisions and generator utilization in electricity markets.
Sustain. Comput. Informatics Syst., 2021
2020
Optimizing carbon tax for decentralized electricity markets using an agent-based model.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020
Long-term electricity market agent based model validation using genetic algorithm based optimization.
Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020
Exploring market power using deep reinforcement learning for intelligent bidding strategies.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Proceedings of the Tenth International Green and Sustainable Computing Conference, 2019
ElecSim: Monte-Carlo Open-Source Agent-Based Model to Inform Policy for Long-Term Electricity Planning.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019
2018
Proceedings of the Ninth International Conference on Future Energy Systems, 2018