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Projected mixed integer programming formulations for unit commitment problem

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成果类型:
期刊论文
作者:
Yang, Linfeng;Jian, Jinbao*;Wang, Yuanyuan;Dong, Zhaoyang
通讯作者:
Jian, Jinbao
作者机构:
[Yang, Linfeng] Guangxi Univ, Sch Comp Elect & Informat, Nanning 530004, Peoples R China.
[Jian, Jinbao] Yulin Normal Univ, Sch Math & Informat Sci, Yulin 537000, Peoples R China.
[Wang, Yuanyuan] Changsha Univ Sci & Technol, Sch Elect & Informat Engn, Hunan Prov Key Lab Smart Grids Operat & Control, Changsha 410076, Hunan, Peoples R China.
[Dong, Zhaoyang] Univ Sydney, Sch Elect & Informat Engn, Sydney, NSW 2006, Australia.
通讯机构:
[Jian, Jinbao] Y
Yulin Normal Univ, Sch Math & Informat Sci, Yulin 537000, Peoples R China.
语种:
英文
关键词:
Quadratic programming;Scheduling;Compact;Mixed integer programming;Project;Tight;Unit-commitment;Integer programming
期刊:
International Journal of Electrical Power & Energy Systems
ISSN:
0142-0615
年:
2015
卷:
68
页码:
195-202
基金类别:
This work was supported by Natural Science Foundation of China ( 51407036 , 71061002 , 71201049 ), Guangxi Natural Science Foundation ( 2011GXNSFD018022 , 2013GXNSFBA0 19246 , 2014GXNSFFA118001 ), the Science Foundation of Guangxi Education Department (201203YB012), Hunan Province 100 Talent Program Fund, and Natural Science Foundation of Hunan Province ( 2015JJ4001 ).
机构署名:
本校为其他机构
院系归属:
电气与信息工程学院
摘要:
The thermal unit commitment (UC) problem is a large-scale mixed integer quadratic programming (MIQP), which is difficult to solve efficiently, especially for large-scale instances. This paper presents a projected reformulation for UC problem. After projecting the power output of unit onto [0,1], a novel MIQP reformulation, denoted as P-MIQP, can be formed. The obtained P-MIQP is tighter than traditional MIQP formulation of UC problem. And the reduced problem of P-MIQP, which is eventually solved by solvers such as CPLEX, is compacter than that of traditional MIQP. In addition, two mixed intege...

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