DocumentCode :
3161064
Title :
MILP formulation for short-term scheduling of cascaded reservoirs with head effects
Author :
Jia, Jiangtao ; Guan, Xiaohong
Author_Institution :
SKLMSE Lab., Xi´´an Jiaotong Univ., Xi´´an, China
fYear :
2011
fDate :
8-10 Aug. 2011
Firstpage :
4061
Lastpage :
4064
Abstract :
Short-term scheduling of cascaded hydroelectric plants is discussed in this paper. Water head effects are considered and a mixed integer linear programming (MILP) formulation is established. The main contribution of the paper is that a systematic method is established such that the complex multivariable production functions of hydro units can be approximated by a piecewise linear function. A flexible simplex-based partition of the domain of the production function is presented. Numerical testing is performed for a test example with 3 reservoirs and 12 hydro units by using CPLEX. The results suggest that the MILP model presented in this paper is efficient and effective.
Keywords :
hydroelectric power stations; integer programming; linear programming; numerical analysis; piecewise linear techniques; reservoirs; MILP formulation; MILP model; cascaded hydroelectric plant; cascaded reservoir; complex multivariable production function; flexible simplex-based partition; hydro units; mixed integer linear programming formulation; numerical testing; piecewise linear function; production function; short-term scheduling; water head effect; Accuracy; Modeling; Optimal scheduling; Piecewise linear approximation; Production; Reservoirs; Cascaded hydro systems; Head effects; Mixed integer linear programming; Short-term scheduling;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location :
Deng Leng
Print_ISBN :
978-1-4577-0535-9
Type :
conf
DOI :
10.1109/AIMSEC.2011.6009930
Filename :
6009930
Link To Document :
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