A robust possibilistic mixed-integer programming method for planning municipal electric power systems
被引:19
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作者:
Zhou, Y.
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机构:
North China Elect Power Univ, Sinocanada Resources & Environm Res Acad, MOE Key Lab Reg Energy Syst Optimizat, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sinocanada Resources & Environm Res Acad, MOE Key Lab Reg Energy Syst Optimizat, Beijing 102206, Peoples R China
Zhou, Y.
[1
]
Li, Y. P.
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h-index: 0
机构:
North China Elect Power Univ, Sinocanada Resources & Environm Res Acad, MOE Key Lab Reg Energy Syst Optimizat, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sinocanada Resources & Environm Res Acad, MOE Key Lab Reg Energy Syst Optimizat, Beijing 102206, Peoples R China
Li, Y. P.
[1
]
Huang, G. H.
论文数: 0引用数: 0
h-index: 0
机构:
North China Elect Power Univ, Sinocanada Resources & Environm Res Acad, MOE Key Lab Reg Energy Syst Optimizat, Beijing 102206, Peoples R ChinaNorth China Elect Power Univ, Sinocanada Resources & Environm Res Acad, MOE Key Lab Reg Energy Syst Optimizat, Beijing 102206, Peoples R China
Huang, G. H.
[1
]
机构:
[1] North China Elect Power Univ, Sinocanada Resources & Environm Res Acad, MOE Key Lab Reg Energy Syst Optimizat, Beijing 102206, Peoples R China
Electric power system;
Mixed-integer;
Planning;
Policy analysis;
Robust possibilistic programming;
Uncertainty;
AIR-POLLUTION CONTROL;
OPTIMIZATION MODEL;
FUZZY;
ENERGY;
GENERATION;
MANAGEMENT;
FLOW;
D O I:
10.1016/j.ijepes.2015.06.009
中图分类号:
TM [电工技术];
TN [电子技术、通信技术];
学科分类号:
0808 ;
0809 ;
摘要:
In this study, a robust possibilistic mixed-integer programming (RPMP) method is developed for planning municipal electric power systems (EPS) under uncertainty. RPMP incorporates the concept of robustness within a possibilistic mixed-integer programming framework to handle ambiguous uncertainties in the objective function and constraints. It is superior to existing fuzzy possibilistic programming method by accounting for recourse actions of deviation of objective function with imprecise parameters from its optimal value, as well as economic penalties as corrective measures of possible violation for constraints with imprecise parameters. A RPMP-based electric power system (RPMP-EPS) model is then formulated for planning EPS of the City of Shenzhen, China, while cost-effective and sustainable electricity generation schemes can be achieved through analyzing city's electricity consumption mix, electricity balance condition, as well as energy self-sufficiency. Results demonstrate that (i) power export contracts based on national and regional energy policies bring significant effects on the municipal EPS, particularly in energy supply schemes and electricity consumption mix; (ii) although city can be basically self-sufficient in power supply if nuclear power is not enforced for export, import dependency of fuels remains extremely high, leading to the insecure fuel supply and vulnerable EPS; (iii) uncertainties have significant effects on the city's energy source supply as well as the relevant electricity-generation scheme. The findings are helpful for formulating policies of electricity generation as well as analyzing interactions among system cost, environmental objective, and electricity supply security. (C) 2015 Elsevier Ltd. All rights reserved.
机构:
Laboratory of Signals and Systems, Univ. Paris-Sud - CentraleSupelec - CNRS, Université Paris Saclay, FranceLaboratory of Signals and Systems, Univ. Paris-Sud - CentraleSupelec - CNRS, Université Paris Saclay, France
Ioan, Daniel
Prodan, Ionela
论文数: 0引用数: 0
h-index: 0
机构:
Univ. Grenoble Alpes, Grenoble INP (Institute of Engineering Univ. Grenoble Alpes), LCIS,Valence,F-26000, FranceLaboratory of Signals and Systems, Univ. Paris-Sud - CentraleSupelec - CNRS, Université Paris Saclay, France
Prodan, Ionela
Olaru, Sorin
论文数: 0引用数: 0
h-index: 0
机构:
Laboratory of Signals and Systems, Univ. Paris-Sud - CentraleSupelec - CNRS, Université Paris Saclay, FranceLaboratory of Signals and Systems, Univ. Paris-Sud - CentraleSupelec - CNRS, Université Paris Saclay, France
Olaru, Sorin
Stoican, Florin
论文数: 0引用数: 0
h-index: 0
机构:
Department of Automatic Control and Systems Engineering, UPB, RomaniaLaboratory of Signals and Systems, Univ. Paris-Sud - CentraleSupelec - CNRS, Université Paris Saclay, France
Stoican, Florin
Niculescu, Silviu-Iulian
论文数: 0引用数: 0
h-index: 0
机构:
Laboratory of Signals and Systems, Univ. Paris-Sud - CentraleSupelec - CNRS, Université Paris Saclay, FranceLaboratory of Signals and Systems, Univ. Paris-Sud - CentraleSupelec - CNRS, Université Paris Saclay, France
机构:
Univ Paris Saclay, Univ Paris Sud, Lab Signals & Syst, Cent Supelec,CNRS, Gif Sur Yvette, FranceUniv Paris Saclay, Univ Paris Sud, Lab Signals & Syst, Cent Supelec,CNRS, Gif Sur Yvette, France
Ioan, Daniel
Prodan, Ionela
论文数: 0引用数: 0
h-index: 0
机构:
Univ Grenoble Alpes, LCIS, Inst Engn, Grenoble INP, F-26000 Valence, FranceUniv Paris Saclay, Univ Paris Sud, Lab Signals & Syst, Cent Supelec,CNRS, Gif Sur Yvette, France
Prodan, Ionela
Olaru, Sorin
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Univ Paris Sud, Lab Signals & Syst, Cent Supelec,CNRS, Gif Sur Yvette, FranceUniv Paris Saclay, Univ Paris Sud, Lab Signals & Syst, Cent Supelec,CNRS, Gif Sur Yvette, France
Olaru, Sorin
Stoican, Florin
论文数: 0引用数: 0
h-index: 0
机构:
UPB, Dept Automat Control & Syst Engn, Bucharest, RomaniaUniv Paris Saclay, Univ Paris Sud, Lab Signals & Syst, Cent Supelec,CNRS, Gif Sur Yvette, France
Stoican, Florin
Niculescu, Silviu-Iulian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris Saclay, Univ Paris Sud, Lab Signals & Syst, Cent Supelec,CNRS, Gif Sur Yvette, FranceUniv Paris Saclay, Univ Paris Sud, Lab Signals & Syst, Cent Supelec,CNRS, Gif Sur Yvette, France
机构:
N China Elect Power Univ, MOE Key Lab Reg Energy Syst Optimizat, SC Energy & Environm Res Acad, Beijing 102206, Peoples R ChinaN China Elect Power Univ, MOE Key Lab Reg Energy Syst Optimizat, SC Energy & Environm Res Acad, Beijing 102206, Peoples R China
Zhu, Y.
Huang, G. H.
论文数: 0引用数: 0
h-index: 0
机构:
N China Elect Power Univ, MOE Key Lab Reg Energy Syst Optimizat, SC Energy & Environm Res Acad, Beijing 102206, Peoples R ChinaN China Elect Power Univ, MOE Key Lab Reg Energy Syst Optimizat, SC Energy & Environm Res Acad, Beijing 102206, Peoples R China
Huang, G. H.
Li, Y. P.
论文数: 0引用数: 0
h-index: 0
机构:
N China Elect Power Univ, MOE Key Lab Reg Energy Syst Optimizat, SC Energy & Environm Res Acad, Beijing 102206, Peoples R ChinaN China Elect Power Univ, MOE Key Lab Reg Energy Syst Optimizat, SC Energy & Environm Res Acad, Beijing 102206, Peoples R China
Li, Y. P.
He, L.
论文数: 0引用数: 0
h-index: 0
机构:
N China Elect Power Univ, MOE Key Lab Reg Energy Syst Optimizat, SC Energy & Environm Res Acad, Beijing 102206, Peoples R ChinaN China Elect Power Univ, MOE Key Lab Reg Energy Syst Optimizat, SC Energy & Environm Res Acad, Beijing 102206, Peoples R China
He, L.
Zhang, X. X.
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Energy Res Inst, Beijing 100052, Peoples R ChinaN China Elect Power Univ, MOE Key Lab Reg Energy Syst Optimizat, SC Energy & Environm Res Acad, Beijing 102206, Peoples R China
机构:
Univ Texas Austin, Grad Program Operat Res & Ind Engn, Austin, TX 78705 USAUniv Texas Austin, Grad Program Operat Res & Ind Engn, Austin, TX 78705 USA
Mittal, Areesh
Gokalp, Can
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Grad Program Operat Res & Ind Engn, Austin, TX 78705 USAUniv Texas Austin, Grad Program Operat Res & Ind Engn, Austin, TX 78705 USA
Gokalp, Can
Hanasusanto, Grani A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Grad Program Operat Res & Ind Engn, Austin, TX 78705 USAUniv Texas Austin, Grad Program Operat Res & Ind Engn, Austin, TX 78705 USA
机构:
Univ Regina, Dept Civil & Environm Engn, Fac Engn, Regina, SK S4S 0A2, CanadaN China Elect Power Univ, Chinese Res Acad Environm Sci, Beijing 100012, Peoples R China
He, Li
Huang, Guohe
论文数: 0引用数: 0
h-index: 0
机构:
N China Elect Power Univ, Chinese Res Acad Environm Sci, Beijing 100012, Peoples R China
Univ Regina, Dept Civil & Environm Engn, Fac Engn, Regina, SK S4S 0A2, CanadaN China Elect Power Univ, Chinese Res Acad Environm Sci, Beijing 100012, Peoples R China
Huang, Guohe
论文数: 引用数:
h-index:
机构:
Zeng, Guangming
Lu, Hongwei
论文数: 0引用数: 0
h-index: 0
机构:
Univ Regina, Dept Civil & Environm Engn, Fac Engn, Regina, SK S4S 0A2, CanadaN China Elect Power Univ, Chinese Res Acad Environm Sci, Beijing 100012, Peoples R China
机构:Huazhong University of Science and Technology,State Key Laboratory of Intelligent Manufacturing Equipment and Technology, School of Mechanical Science and Engineering
JiaCong Xiong
JianKui Chen
论文数: 0引用数: 0
h-index: 0
机构:Huazhong University of Science and Technology,State Key Laboratory of Intelligent Manufacturing Equipment and Technology, School of Mechanical Science and Engineering
JianKui Chen
YiXin Wang
论文数: 0引用数: 0
h-index: 0
机构:Huazhong University of Science and Technology,State Key Laboratory of Intelligent Manufacturing Equipment and Technology, School of Mechanical Science and Engineering
YiXin Wang
ZhouPing Yin
论文数: 0引用数: 0
h-index: 0
机构:Huazhong University of Science and Technology,State Key Laboratory of Intelligent Manufacturing Equipment and Technology, School of Mechanical Science and Engineering
ZhouPing Yin
YiQun Li
论文数: 0引用数: 0
h-index: 0
机构:Huazhong University of Science and Technology,State Key Laboratory of Intelligent Manufacturing Equipment and Technology, School of Mechanical Science and Engineering