DocumentCode :
108052
Title :
Hydro Unit Commitment via Mixed Integer Linear Programming: A Case Study of the Three Gorges Project, China
Author :
Xiang Li ; Tiejian Li ; Jiahua Wei ; Guangqian Wang ; Yeh, William W-G
Author_Institution :
State Key Lab. of Hydroscience & Eng., Tsinghua Univ., Beijing, China
Volume :
29
Issue :
3
fYear :
2014
fDate :
May-14
Firstpage :
1232
Lastpage :
1241
Abstract :
This paper develops a methodology for optimizing the hydro unit commitment (HUC) for the Three Gorges Project (TGP) in China. The TGP is the world´s largest and most complex hydropower system in operation. The objective is to minimize the total operational cost. The decision variables are the startup or shutdown of each of the available units in the system and the power releases from the online units. The mathematical formulation must take into account the head variation over the operation periods as the net head changes from hour to hour and affects power generation. Additionally, the formulation must consider the operation of 32 heterogeneous generating units and the nonlinear power generation function of each unit. A three-dimensional interpolation technique is used to accurately represent the nonlinear power generation function of each individual unit, taking into account the time-varying head as well as the non-smooth limitations for power output and power release. With the aid of integer variables that represent the on/off and operation partition statuses of a unit, the developed HUC model for the TGP conforms to a standard mixed integer linear programming (MILP) formulation. We demonstrate the performance and utility of the model by analyzing the results from several scenarios for the TGP.
Keywords :
hydroelectric power stations; integer programming; interpolation; linear programming; power generation dispatch; power generation scheduling; 3D interpolation technique; China; HUC; MILP; TGP; Three Gorges Project; heterogeneous generating units; hydro unit commitment; hydropower system; mathematical formulation; mixed integer linear programming; nonlinear power generation function; total operational cost; Computational modeling; Hydroelectric power generation; Mathematical model; Mixed integer linear programming; Reservoirs; Hydro unit commitment; Three Gorges Project (China); hydropower; mixed-integer linear programming;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2013.2288933
Filename :
6674108
Link To Document :
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