Serkan Özdemir

Academic Staff

Serkan Özdemir, M. Sc.

Room:
SH 511
Telephone:
+49 201 18-34536
Fax:
+49 201 18-34460
Email:
Address:
ICB / Informatik
Schützenbahn 70
45127 Essen

Curriculum Vitae:

Honours and Awards:

  • 1st Place in the Power Trading Agent Competition (Power TAC) 2018 Finals as broker agent AgentUDEDetails ...
  • 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... 

Fields of Research:

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

Projects:

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

Publications:

Filter:
  • Serkan Özdemir, Rainer Unland: AgentUDE17: a genetic algorithm to optimize the parameters of an electricity tariff in a smart grid environment. In: International Conference on Practical Applications of Agents and Multi-Agent Systems. Springer, Spain 2018, p. 224-236. Citation Details
  • Serkan Özdemir, Rainer Unland: AgentUDE17: Imbalance Management of a Retailer Agent to Exploit Balancing Market Incentives in a Smart Grid Ecosystem. Multikonferenz Wirtschaftsinformatik (MKWI) 2018, Lüneburg 2018. Citation Details
  • Serkan Özdemir; Rainer Unland: The strategy and architecture of a winner broker in a renowned agent-based smart grid competition. In: Web Intelligence, IOS Press, Vol 15 (2017) No 2, p. 165-183. doi:10.3233/WEB-170358 Citation Details
  • Serkan Özdemir; 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, p. 143-156. Citation Details
  • Serkan Özdemir; 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, p. 90-104. Citation Details
  • Serkan Özdemir, Wolfgang Ketter; 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, p. 215-230. doi:10.1007/978-3-319-45889-2_16 Citation Details
  • Serkan Özdemir; Rainer Unland: A Hybrid Method to Forecast Electricity Prices in an Hour-ahead Wholesale Market. In: Erasmus Energy Forum 2016. Rotterdam 2016. Citation Details
  • 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, p. 218-232. Citation Details
  • 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. Citation Details
  • 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, p. 285-289. Citation Details
  • 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, p. 75-82. Citation Details
  • Serkan Özdemir, Rainer Unland: The broker strategies of a winner agent in Power TAC. In: Erasmus Energy Forum Science Day 2015. Rotterdam 2015. Citation Details
  • 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. (Ed.): 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, p. 1-14. Citation Details