Shin, S.-J., Lee, S.H., Kwon, Y.J., Cha, J.G. and Moon, I.-C., 2013. Estimating Optimized Bidding Price in Virtual Electricity Wholesale Market. Journal of the Korean Institute of Industrial Engineers, 39(6), pp.562–576.
Power TAC (Power Trading Agent Competition) is an agent-based simulation for competitions between electricity brokering agents on the smart grid. To win the competition, agents obtain electricity from the electricity wholesale market among the power plants. In this operation, a key to success is balancing the demand of the customer and the supply from the plants because any imbalance results in a significant penalty to the brokering agent. Given the bidding on the wholesale market requires the price and the quantity on the electricity, this paper proposes four different price estimation strategies: exponentially moving average, linear regression, fuzzy logic, and support vector regression. Our evaluations with the competition simulation show which strategy is better than which, and which strategy wins in the free-for-all situations. This result is a crucial component in designing an electricity brokering agent in both Power TAC and the real world.
Source Website :
|7||김윤영, 김혜미, 문일철, 2020, 초고속 비행체의 발사원점 추정을 위한 다중 IMM 필터 실험, 한국군사과학기술학회지, 제 23권 제 1호, pp. 18-27|
|6||지민기, 박준건, 김도형, 정요한, 박진규, 문일철, 2018, 강화학습을 이용한 이종 장비 토목 공정 계획, 한국시뮬레이션학회 논문지, 제27권 제1호, pp. 1-13.|
|5||Sooyeon Lee, Wonsung Lee, Il-Chul Moon and Hoonjeong Kwon, 2015, Consumers Perceptions on Sodium Saccharin in Social Media, Journal of Food Hygiene and Safety, Vol 30, No 4, pp 329-342|
|4||오남경, 문일철, 2014, 행위자기반 시뮬레이션을 이용한 조직 정보처리능력 제고가 재난대응 거버넌스의 성과에 미치는 영향에 대한 분석, 한국거버넌스학회보, Vol. 21, Issue 1, pp. 345-364|
|3||Bae, J. et al., 2013. Modeling Combat Entity with POMDP and DEVS. Journal of the Korean Institute of Industrial Engineers, 39(6), pp.498–516.|
|»||Shin, S.-J., Lee, S.H., Kwon, Y.J., Cha, J.G. and Moon, I.-C., 2013. Estimating Optimized Bidding Price in Virtual Electricity Wholesale Market. Journal of the Korean Institute of Industrial Engineers, 39(6), pp.562–576.|
|1||문일철, Live-Virtual-Constructive 화생방 시뮬레이터의 개발과 활용, 공기청정기술, 24권 3호, pp. 47-53, 2011|