An MILP model based on a processing strategy of complex multisource constraints for the short-term peak shaving operation of large-scale cascaded hydropower plants
被引:5
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作者:
Fang, Zhou
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机构:
Dalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R ChinaDalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R China
Fang, Zhou
[1
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Liao, Shengli
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机构:
Dalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R ChinaDalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R China
Liao, Shengli
[1
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Zhao, Hongye
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机构:
Dalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R ChinaDalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R China
Zhao, Hongye
[1
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Cheng, Chuntian
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机构:
Dalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R ChinaDalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R China
Cheng, Chuntian
[1
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Liu, Benxi
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机构:
Dalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R ChinaDalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R China
Liu, Benxi
[1
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Wang, Huan
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机构:
Dalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R ChinaDalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R China
Wang, Huan
[1
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Li, Shushan
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机构:
Power Dispatching Control Ctr China Southern Power, Guangzhou 510623, Peoples R ChinaDalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R China
Li, Shushan
[2
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机构:
[1] Dalian Univ Technol, Inst Hydropower & Hydroinformat, Dalian 116024, Peoples R China
[2] Power Dispatching Control Ctr China Southern Power, Guangzhou 510623, Peoples R China
Hydropower with flexible regulation plays an important role in short-term peak shaving operations. However, short-term peak shaving operation is a challenging problem due to the large scale, the nonconvex and nonlinear characteristics, and the complex multisource tasks. This study proposes a mixed integer linear programming (MILP) model, termed MILPoPSC, based on a processing strategy for complex multisource constraints, tailored for short-term peak shaving in large-scale cascaded hydropower plants. The MILP model, designed to incorporate multisource tasks by abstracting them into constraints, ensures that task requirements are met. A novel multisource constraint transformation method is introduced to derive constraint expressions related to power flow, facilitating the unification of constrained variables. Additionally, a classification and integration method based on restriction mode and set theory is proposed to improve solving efficiency by integrating constrains of the same type. The proposed method was applied to 7 hydropower cascade plants in the Wujiang River. The results showed that the linearization method and the processing strategy of complex multisource constraints can successfully reduce the complexity of the MILP model without affecting the solution quality. This indicates that MILPoPSC has good practical value for the short-term peak shaving operation of large-scale cascaded hydropower plants in China.
机构:
Harbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R ChinaHarbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R China
Li, Boyang
Xu, Shiyun
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机构:
China Elect Power Res Inst, State Key Lab Power Grid Safety & Energy Conservat, Beijing 100192, Peoples R ChinaHarbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R China
Xu, Shiyun
Li, Weixing
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机构:
Harbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R ChinaHarbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R China
Li, Weixing
Chao, Pupu
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机构:
Dalian Univ Technol, Sch Elect Engn, Dalian 116024, Peoples R ChinaHarbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R China
Chao, Pupu
Liang, Xiaodong
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机构:
Univ Saskatchewan, Dept Elect & Comp Engn, Saskatoon, SK S7N 5A9, CanadaHarbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R China
Liang, Xiaodong
Li, Zhimin
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机构:
Harbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R ChinaHarbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Peoples R China