Title :
A Diffusion-Model-Based Supply-Side Offer Agent
Author :
Oh, HyungSeon ; Thomas, Robert J.
Author_Institution :
Dept. of Electr. & Comput. Eng., Cornell Univ., Ithaca, NY
Abstract :
Worldwide energy markets have been on a path toward deregulation for several decades. These markets have proven to be difficult to design and run because of their repetitive nature and the externalities provided by reliable grid operation. In a deregulated market environment, our experiments suggest that market participants will pursue their own profit-maximizing objective rather than use an objective that reflects social benefit. Multiagent simulation is useful for gaining insights into market participant behavior under various rules. In this way, market rules can be tested for efficacy and efficiency. In this paper, an agent based on a double-layer diffusion model developed elsewhere is tested and its effectiveness reported
Keywords :
diffusion; multi-agent systems; power engineering computing; power markets; testing; deregulated market; diffusion model; multiagent simulation; profit-maximizing objective; supply-side offer agent; worldwide energy markets; Algorithm design and analysis; Economic forecasting; Environmental economics; ISO; Power generation; Power generation economics; Power system economics; Power system reliability; Shape; Testing; Agent; auction; degree of speculation; diffusion; maximum offer price; nonlinear dynamics; numerical optimization;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2006.881156