DocumentCode
14807
Title
A Mixed Integer Quadratic Programming for Dynamic Economic Dispatch With Valve Point Effect
Author
Wang, Man Q. ; Gooi, H.B. ; Chen, S.X. ; Lu, Siyu
Author_Institution
Minist. of Educ., Shandong Univ., Jinan, China
Volume
29
Issue
5
fYear
2014
fDate
Sept. 2014
Firstpage
2097
Lastpage
2106
Abstract
In this paper a mixed integer quadratic programming (MIQP) is proposed to solve the dynamic economic dispatch (DED) with valve-point effect (VPE) where the non-linear and non-smooth cost caused by VPE is piecewise linearized. However if the DED with VPE is directly solved by the MIQP in a single step, the optimization suffers convergence stagnancy and will run out of memory. In this paper the multi-step method, the warm start technique and the range restriction scheme are combined with the MIQP. The optimization process can then break the convergence stagnancy and the computation efficiency can be greatly improved. When the system loss is considered, the loss formula is piecewise linearized. A post-processing procedure is proposed to eliminate the approximation error caused by linearization of the loss formula. The effectiveness of the proposed method is demonstrated by seven cases and the results are compared with those obtained by the previous published methods.
Keywords
costing; integer programming; power generation dispatch; power generation economics; quadratic programming; DED; MIQP; VPE; approximation error elimination; computation efficiency; convergence stagnancy; dynamic economic dispatch; loss formula linearization; mixed integer quadratic programming; multistep method; nonlinear cost; nonsmooth cost; optimization process; piecewise linearization; range restriction scheme; system loss; valve point effect; Convergence; Economics; Linear programming; Mathematical model; Power generation; Quadratic programming; Dynamic economic dispatch; mixed integer quadratic programming; piecewise linearization; system loss; valve-point effect; warm start technique;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2014.2306933
Filename
6750767
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