Delivering the smart grid: Challenges for autonomous agents and multi-agent systems research
Delivering the smart grid: Challenges for autonomous agents and multi-agent systems research
Restructuring electricity grids to meet the increased demand caused by the electrification of transport and heating, while making greater use of intermittent renewable energy sources, represents one of the greatest engineering challenges of our day. This modern electricity grid, in which both electricity and information flow in two directions between large numbers of widely distributed suppliers and generators — commonly termed the ‘smart grid’ — represents a radical reengineering of infrastructure which has changed little over the last hundred years. However, the autonomous behaviour expected of the smart grid, its distributed nature, and the existence of multiple stakeholders each with their own incentives and interests, challenges existing engineering approaches. In this challenge paper, we describe why we believe that artificial intelligence, and particularly, the fields of autonomous agents and multi-agent systems are essential for delivering the smart grid as it is envisioned. We present some recent work in this area and describe many of the challenges that still remain.
2166-2172
Rogers, Alex
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Ramchurn, Sarvapali
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Jennings, Nicholas R.
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2012
Rogers, Alex
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Ramchurn, Sarvapali
1d62ae2a-a498-444e-912d-a6082d3aaea3
Jennings, Nicholas R.
ab3d94cc-247c-4545-9d1e-65873d6cdb30
Rogers, Alex, Ramchurn, Sarvapali and Jennings, Nicholas R.
(2012)
Delivering the smart grid: Challenges for autonomous agents and multi-agent systems research.
Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), Toronto, Canada.
22 Jul 2012.
.
Record type:
Conference or Workshop Item
(Other)
Abstract
Restructuring electricity grids to meet the increased demand caused by the electrification of transport and heating, while making greater use of intermittent renewable energy sources, represents one of the greatest engineering challenges of our day. This modern electricity grid, in which both electricity and information flow in two directions between large numbers of widely distributed suppliers and generators — commonly termed the ‘smart grid’ — represents a radical reengineering of infrastructure which has changed little over the last hundred years. However, the autonomous behaviour expected of the smart grid, its distributed nature, and the existence of multiple stakeholders each with their own incentives and interests, challenges existing engineering approaches. In this challenge paper, we describe why we believe that artificial intelligence, and particularly, the fields of autonomous agents and multi-agent systems are essential for delivering the smart grid as it is envisioned. We present some recent work in this area and describe many of the challenges that still remain.
Text
smart_grid.pdf
- Author's Original
More information
Submitted date: April 2012
Published date: 2012
Venue - Dates:
Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI-12), Toronto, Canada, 2012-07-22 - 2012-07-22
Organisations:
Agents, Interactions & Complexity
Identifiers
Local EPrints ID: 337560
URI: http://eprints.soton.ac.uk/id/eprint/337560
PURE UUID: a3650f80-2c21-4aaf-bf74-4814dc6196d4
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Date deposited: 30 Apr 2012 14:44
Last modified: 15 Mar 2024 03:22
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Contributors
Author:
Alex Rogers
Author:
Sarvapali Ramchurn
Author:
Nicholas R. Jennings
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