13 citations · 33 across the 14 of their papers we have counts for
3 papers · 1 filter
Machine learning applications for electricity market agent-based models: A systematic literature review
Alexander J. M. Kell, Stephen McGough, Matthew Forshaw
The electricity market has a vital role to play in the decarbonisation of the energy system. However, the electricity market is made up of many different variables and data inputs.…
Long-term electricity market agent based model validation using genetic algorithm based optimization
Alexander J. M. Kell, Matthew Forshaw, A. Stephen McGough
Electricity market modelling is often used by governments, industry and agencies to explore the development of scenarios over differing timeframes. For example, how would the reduc…
ElecSim: Monte-Carlo Open-Source Agent-Based Model to Inform Policy for Long-Term Electricity Planning
Alexander J. M. Kell, Matthew Forshaw, A. Stephen McGough
Due to the threat of climate change, a transition from a fossil-fuel based system to one based on zero-carbon is required. However, this is not as simple as instantaneously closing…