Naslov
The CrocodileAgent 2012: Research for Efficient Agent-based Electricity Trading Mechanisms

Autori
Babić, Jurica ; Matetić, Siniša ; Matijaš, Marin ; Buljević, Ivo ; Pranjić, Ivana ; Mijić, Marija ; Augustinović, Mia

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the Special Session on Trading Agent Competition / Podobnik, Vedran ; Petrić, Ana ; Ketter Wolfgang - Dubrovnik : Sveučilište u Zagrebu, 2012, 1-13

ISBN
978-953-184-172-6

Skup
KES-AMSTA 2012 6th International KES Conference on Agents and Multi-agent Systems – Technologies and Applications, Special Session on Trading Agent Competition

Mjesto i datum
Dubrovnik, Hrvatska, 25.06.2012. - 27.06.2012

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Power ; Trading ; Agent ; Competition ; Electricity ; Crocodile ; Holt-Winters

Sažetak
Since the liberalization and unbundling of power systems, power market simulators and agent-based simulation are gaining popularity. Power Trading Agent Competition (Power TAC) is a recent power market simulator that provides an opportunity to test market designs for smart grids. This paper describes the CrocodileAgent 2012 which is an attempt to build an efficient agent in the Power TAC competition. We demonstrate the interactions of modules within the agent and typical forecasting process that the CrocodileAgent 2012 performs for its needs. In the follow-up of those results, we describe two approaches that Agent 2012 used to exploit the drawbacks in the current market design: infinite periodic payment and PAC- MAN syndrome. Based on those, we propose more rounds in each competition cycle with an aim to increase the learning curve of Power TAC competitions and improve the speed of contribution to the society.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika, Računarstvo, Temeljne tehničke znanosti

POVEZANOST RADA