Title :
Improvements for the short-term bidding process of a GENCO
Author :
Calmarza, Agustìn Martìn ; De la Fuente, José Ignacio
Author_Institution :
Inst. de Investigacion Tecnologica, Universidad Pontificia Comillas, Madrid, Spain
Abstract :
This paper presents a new dispatch optimization model and different bidding strategies that an agent can adopt for the day-ahead electricity market, provided adequate forecasts of its residual demand curves (RDCs) by means of ARIMA models. In the case study analyzed the resulting spot price and the total amount of energy delivered by the utility are related (in fact this relationship is measured through the slope of the RDCs), so the commonly used price-taker approach may not be always suitable. This dependence between the resulting spot price and the amount of power delivered by the agent makes the problem much more difficult to solve, as the objective function turns out to be non-linear. Also, the fact that there are groups not totally owned by a single utility, as is the case in the Spanish system, must be considered in the dispatch optimization model. Next, two different bidding strategies (profit-seeking and share-seeking) and the implications about considering or not a global share constraint in the dispatch model are shown. Finally, a case study is presented in order to clarify the previous ideas.
Keywords :
load dispatching; load forecasting; optimisation; power markets; ARIMA models; day-ahead electricity market; dispatch optimization; price-taker approach; profit-seeking; residual demand curves; share-seeking; short-term bidding process; Delay; Economic forecasting; Electricity supply industry; Energy measurement; Interpolation; Linear approximation; Power system modeling; Predictive models; Shape; Time series analysis;
Conference_Titel :
Power Tech Conference Proceedings, 2003 IEEE Bologna
Print_ISBN :
0-7803-7967-5
DOI :
10.1109/PTC.2003.1304376