Title :
Multiple Time Resolution Unit Commitment for Short-Term Operations Scheduling Under High Renewable Penetration
Author :
Bakirtzis, Emmanouil A. ; Biskas, Pandelis N. ; Labridis, Dimitris P. ; Bakirtzis, Anastasios G.
Author_Institution :
Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece
Abstract :
This paper introduces the idea of unified unit commitment and economic dispatch modeling within a unique tool that performs economic dispatch with up to 24-hour look-ahead capability. The tool provides financially binding dispatch and ex-ante locational marginal prices (LMPs) for the next 5-min interval and advisory commitment, dispatch schedule and prices for the remaining scheduling horizon. Variable time resolution and variable modeling complexity are used in order to reduce computational requirements. A finer time resolution and detailed modeling are used during the first hours of the scheduling horizon while coarser time resolution and simplified modeling during the last ones. The viability of the method for medium-sized systems is demonstrated through its application to the Greek power system.
Keywords :
power generation dispatch; power generation economics; power generation scheduling; pricing; Greek power system; LMP; advisory commitment; computational requirements reduction; dispatch schedule; economic dispatch modeling; ex-ante locational marginal prices; high renewable penetration; look-ahead capability; medium-sized systems; multiple time resolution unit commitment; short-term operations scheduling; unified unit commitment; variable modeling complexity; Automatic generation control; Complexity theory; Computational modeling; Economics; Power systems; Real-time systems; Scheduling; Economic dispatch; mixed integer linear programming; renewable generation; unit commitment;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2013.2278215