Title :
Optimal allocation of primary reserve services in energy markets
Author :
Papadogiannis, K.A. ; Hatziargyriou, N.D.
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Tech. Univ. of Athens, Zografou, Greece
Abstract :
This paper presents an optimization algorithm, which provides generation economic dispatch minimizing simultaneously the cost of primary reserve services, while ensuring the secure operation of the power system in the presence of disturbances. The algorithm takes into consideration security constraints, which are extracted from the chain rules provided by decision trees. The proposed method is easy to implement in day-ahead and real-time balancing markets and is characterized from accuracy, versatility, and flexibility. Examples demonstrating application of the method on an actual power system model are presented and discussed.
Keywords :
decision trees; minimisation; power generation dispatch; power generation economics; power generation faults; power markets; power system security; Crete power system; ancillary services; chain rules; day-ahead balancing markets; decision trees; economic dispatch algorithm; energy market; frequency control services; operation security; optimal allocation; optimization; power system disturbances; power system operation; primary reserve services cost; real-time balancing markets; secure generation redispatch; security assessment; security constraints; transmission system operators; Decision trees; Delay; Frequency control; Power generation; Power generation economics; Power system economics; Power system modeling; Power system security; Spinning; Terminology;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2003.820702