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2015 | OriginalPaper | Buchkapitel

Electric Vehicles: An Agent-Based Approach to Sustainability

verfasst von : Micha Kahlen, Wolfgang Ketter

Erschienen in: Multiagent System Technologies

Verlag: Springer International Publishing

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Abstract

Renewable energy sources such as wind and solar are difficult to balance for the grid because they are weather dependent. We study how the storage of electric vehicles can balance a grid with an increasing intermittent renewable energy content in the short term and contribute to a more efficient and sustainable smart grid. In the Power Trading Agent Competition, a mulitagent platform, we represent fleets of electric vehicles to make a tradeoff between the conflicting interests of storing intermittent energy in the electric vehicles and driving them. The richness of this platform allows us to draw conclusions for the future of a sustainable grid with electric vehicles.

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Literatur
1.
Zurück zum Zitat Bichler, M., Gupta, A., Ketter, W.: Designing smart markets. Inf. Syst. Res. 21(4), 688–699 (2010)CrossRef Bichler, M., Gupta, A., Ketter, W.: Designing smart markets. Inf. Syst. Res. 21(4), 688–699 (2010)CrossRef
2.
Zurück zum Zitat Collins, J., Ketter, W.: Smart grid challenges for electricity retailers. KI-künstliche Intelligenz 21(3), 191–198 (2014)CrossRef Collins, J., Ketter, W.: Smart grid challenges for electricity retailers. KI-künstliche Intelligenz 21(3), 191–198 (2014)CrossRef
3.
Zurück zum Zitat International Energy Agency: CO2 Emissions From Fuel Combustion Highlights 2014, OECD/IEA, Paris, France (2014) International Energy Agency: CO2 Emissions From Fuel Combustion Highlights 2014, OECD/IEA, Paris, France (2014)
4.
Zurück zum Zitat Kahlen, M., Ketter, W.: Aggregating electric cars to sustainable virtual power plants: the value of flexibility in future electricity markets. In: Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) Conference, Austin, TX, pp. 665–671 (2015) Kahlen, M., Ketter, W.: Aggregating electric cars to sustainable virtual power plants: the value of flexibility in future electricity markets. In: Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) Conference, Austin, TX, pp. 665–671 (2015)
5.
Zurück zum Zitat Ketter, W., Peters, M., Collins, J.: Autonomous agents in future energy markets: the 2012 power trading agent competition. In: Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) Conference, Bellevue, WA, pp. 1298–1304 (2013) Ketter, W., Peters, M., Collins, J.: Autonomous agents in future energy markets: the 2012 power trading agent competition. In: Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) Conference, Bellevue, WA, pp. 1298–1304 (2013)
6.
Zurück zum Zitat Ketter, W., Collins, J., Reddy, P., de Weerdt, M.: The 2015 Power Trading Agent Competition. Technical report, ERS-2015-001-LIS, RSM Erasmus University (2015) Ketter, W., Collins, J., Reddy, P., de Weerdt, M.: The 2015 Power Trading Agent Competition. Technical report, ERS-2015-001-LIS, RSM Erasmus University (2015)
7.
Zurück zum Zitat Ramchurn, S., Vytelingum, P., Rogers, A., Jennings, N.: Agent-based control for decentralised demand side management in the smart grid. In: International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Taipei, Taiwan, pp. 5–12 (2011) Ramchurn, S., Vytelingum, P., Rogers, A., Jennings, N.: Agent-based control for decentralised demand side management in the smart grid. In: International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Taipei, Taiwan, pp. 5–12 (2011)
8.
Zurück zum Zitat Urieli, D., Stone, P.: TacTex13: A champion adaptive power trading agent. In: Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) Conference, Quebec, Canada, pp. 1447–1448 (2014) Urieli, D., Stone, P.: TacTex13: A champion adaptive power trading agent. In: Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) Conference, Quebec, Canada, pp. 1447–1448 (2014)
9.
Zurück zum Zitat Vytelingum, P., Voice, T., Ramchurn, S., Rogers, A., Jennings, N.: Theoretical and practical foundations of large-scale agent-based micro-storage in the smart grid. J. Artif. Intell. Res. 42, 765–813 (2011)MATH Vytelingum, P., Voice, T., Ramchurn, S., Rogers, A., Jennings, N.: Theoretical and practical foundations of large-scale agent-based micro-storage in the smart grid. J. Artif. Intell. Res. 42, 765–813 (2011)MATH
Metadaten
Titel
Electric Vehicles: An Agent-Based Approach to Sustainability
verfasst von
Micha Kahlen
Wolfgang Ketter
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-27343-3_15