Team:

Serkan Özdemir

Wissenschaftlicher Mitarbeiter

Serkan Özdemir, M. Sc.

Adresse:
ICB / Informatik
Schützenbahn 70
45127 Essen
Raum:
SH 511
Telefon:
+49 201 183-4536
Fax:
+49 201 183-4460
E-Mail:

Lebenslauf:

Ehrungen und Auszeichnungen:

  • 1st Place in the Power Trading Agent Competition (Power TAC) 2017 Finals as broker agent AgentUDE. Details ...
  • 3rd Place in the Power Trading Agent Competition (Power TAC) 2016 Finals as broker agent AgentUDE. Details ...
  • 1st Place in the Power Trading Agent Competition (Power TAC) 2014 Finals as broker agent AgentUDE. Details...
  • Science Award in 2015 Erasmus Energy Forum for the paper, The paper, "The Broker Strategies of a Winner Agent in Power TAC". Details...
  • Best Student Paper Award from the International Conference on Intelligent Agent Technology IAT 2015 (IAT) for the paper, "A Winner Agent in a Smart Grid Simulation Platform". Details... 

Forschungsgebiete:

Autonomous trading in electricity markets: energy storage, decision support, machine learning, optimization.

Projekte:

AgentUDE - A broker agent that competes in Power Trading Agent Competition (Power TAC). Since 2014. Details...

Publikationen:

Publikationsliste herunterladen

  • Serkan Özdemir and Rainer Unland: The strategy and architecture of a winner broker in a renowned agent-based smart grid competition. In: Web Intelligence, IOS Press, Jg. 15 (2017) Nr. 2, S. 165-183. doi:10.3233/WEB-170358
  • Serkan Özdemir and Rainer Unland: Autonomous Power Trading Approaches of a Winner Broker. In: International Workshop on Agent-Mediated Electronic Commerce and Trading Agents Design and Analysis. Springer, 2017, S. 143-156.
  • Serkan Özdemir and Rainer Unland: Wholesale Bidding Approaches of an Autonomous Trading Agent in Electricity Markets. In: In Smart Energy Research. At the Crossroads of Engineering, Economics, and Computer Science. Springer, 2016, S. 90-104.
  • Serkan Özdemir, Wolfgang Ketter and Rainer Unland: Analysis of the Effects of Storage Capabilities Integration on Balancing Mechanisms in Agent-Based Smart Grids. In: German Conference on Multiagent System Technologies. Springer International Publishing, Klagenfurt 2016, S. 215-230. doi:10.1007/978-3-319-45889-2_16
  • Serkan Özdemir and Rainer Unland: A Hybrid Method to Forecast Electricity Prices in an Hour-ahead Wholesale Market. In: Erasmus Energy Forum 2016. Rotterdam 2016.
  • Serkan Özdemir,Rainer Unland: Trading Strategies of a Champion Agent in a Multiagent Smart Grid Simulation Platform. In: 13th German Conference, MATES 2015. Multiagent System Technologies. Springer International Publishing, Cottbus, Germany 2015, S. 218-232.
  • Serkan Özdemir, Rainer Unland: A Winner Agent in a Smart Grid Simulation Platform. In: 2015 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT’15). Singapore 2015.
  • Serkan Özdemir, Rainer Unland: Hydrogen: A Fuel Option to Future Transportation as a Part of Smart Grid. In: 13th German Conference, MATES 2015. Multiagent System Technologies. Springer International Publishing, Cottbus, Germany 2015, S. 285-289.
  • Serkan Özdemir, Rainer Unland: Wholesale Power to Hydrogen: Adaptive Trading Approaches in a Smart Grid Ecosystem. In: Artificial Intelligence in Theory and Practice IV - 4th IFIP TC 12 International Conference on Artificial Intelligence, IFIP AI 2015, Held as Part of WCC 2015. IFIP Advances in Information and Communication Technology 465, Springer 2015, ISBN 978-3-319-25260-5, Daejeon, South Korea 2015, S. 75-82.
  • Serkan Özdemir, Rainer Unland: The broker strategies of a winner agent in Power TAC. In: Erasmus Energy Forum Science Day 2015. Rotterdam 2015.
  • Serkan Özdemir, Rainer Unland: AgentUDE: The Success Story of the Power TAC 2014’s Champion. In: Ceppi, S., David, E. Robu, V., Shehory O., Vetsikas, I.A. (Hrsg.): Proceedings of the Workshop on Agent-Mediated Electronic Commerce and Trading Agent Design and Analysis (AMEC/TADA 2015), colocated in AAMAS 2015. Istanbul, Turkey 2015, S. 1-14.