Title :
A double-filtration algorithm for optimal scheduling of thermal units
Author :
Yu, Sun-Nien ; Chen, Nanming
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
fDate :
5/1/2004 12:00:00 AM
Abstract :
Scheduling the economic generation of thermal units is a critical task in a large-scale power system because it significantly reduces annual production cost. This study presents a novel double-filtration algorithm to solve the problem of combining unit commitment and economic dispatch of the thermal units while minimizing cost. The proposed algorithm first uses two strategies and a redundancy factor to divide all of the units into five groups and find potential combinations. Then it employs an immature economic dispatch method and a look-forward rule to obtain the optimal unit scheduling. Moreover, a conventional economic dispatch method and a look-backward rule are applied to find the actual solution. Finally, two test cases are simulated and the results are compared with existing methods. Simulation results demonstrate the outstanding performance of the proposed method.
Keywords :
dynamic programming; filtration; large-scale systems; power generation dispatch; power generation economics; power generation scheduling; thermal power stations; annual production cost reduction; cost minimization; double-filtration algorithm; dynamic programming; economic dispatch method; large-scale power systems; look-forward fuel; optimal scheduling; thermal units economic generation; unit commitment; Costs; Large-scale systems; Optimal scheduling; Power generation; Power generation economics; Power system economics; Power systems; Production systems; Scheduling algorithm; Testing;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2003.821615