Region-based flexibility quantification in distribution systems: An analytical approach considering spatio-temporal coupling
被引:6
作者:
Zhang, Shida
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机构:
Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R ChinaTianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
Zhang, Shida
[1
]
Ge, Shaoyun
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机构:
Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R ChinaTianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
Ge, Shaoyun
[1
]
Liu, Hong
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机构:
Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R ChinaTianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
Liu, Hong
[1
]
Zhao, Bo
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机构:
State Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Peoples R ChinaTianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
Zhao, Bo
[2
]
Ni, Chouwei
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机构:
State Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Peoples R ChinaTianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
Ni, Chouwei
[2
]
Hou, Guocheng
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Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R ChinaTianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
Hou, Guocheng
[1
]
Wang, Chengshan
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机构:
Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R ChinaTianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
Wang, Chengshan
[1
]
机构:
[1] Tianjin Univ, Key Lab Smart Grid, Minist Educ, Tianjin 300072, Peoples R China
[2] State Grid Zhejiang Elect Power Res Inst, Hangzhou 310014, Peoples R China
Operational flexibility quantification;
Analytical region -based method;
Spatio-temporal coupling;
ACTIVE DISTRIBUTION NETWORKS;
OPERATIONAL FLEXIBILITY;
POWER;
ENERGY;
MODEL;
D O I:
10.1016/j.apenergy.2023.122175
中图分类号:
TE [石油、天然气工业];
TK [能源与动力工程];
学科分类号:
0807 ;
0820 ;
摘要:
Operational flexibility is to depict the ability of a power system in guaranteeing a secure and high-performance system operation, which is essential for distribution systems (DSs) with high renewable energy generation (REG) penetration. However, due to the dispersed integration of energy storage systems and uncertain REGs, the available regulation capability exhibits spatio-temporal coupling. It poses a challenge to quantify flexibility considering multiple locations and time periods. This paper proposes a novel analytical region-based method to characterize the flexibility considering spatio-temporal coupling, where the total dispatch budget and carbon emission constraints are considered to guarantee economic and environmental benefits. Leveraging the basic feasible solution theory, we derive an analytical formulation of the flexibility region, expressed as a set of linear inequalities. Note that no inner or outer approximation techniques are employed in the deduction procedure. The effectiveness and scalability of the proposed method are validated on test systems. Case studies demonstrate that the proposed method enables precise quantification and visualization of operational flexibility for DSs. The derived flexibility region is a closed polyhedron in a high-dimensional space, signifying the maximum ranges of uncertainties that can be accommodated.
机构:
Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
Zhao, Teng
Zhou, Ziqiang
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机构:
Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
Zhou, Ziqiang
Zhang, Yan
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机构:
Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
Zhang, Yan
Ling, Ping
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Shanghai Municipal Elect Power Co, Elect Power Res Inst, Shanghai 200122, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
Ling, Ping
Tian, Yingjie
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Shanghai Municipal Elect Power Co, Elect Power Res Inst, Shanghai 200122, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
机构:
Univ Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USAUniv Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA
Tagle, Felipe
Castruccio, Stefano
论文数: 0引用数: 0
h-index: 0
机构:
Univ Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USAUniv Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA
Castruccio, Stefano
Crippa, Paola
论文数: 0引用数: 0
h-index: 0
机构:
Univ Notre Dame, Dept Civil & Environm Engn & Earth Sci, Notre Dame, IN 46556 USAUniv Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA
Crippa, Paola
Genton, Marc G.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdullah Univ Sci & Technol, Stat Program, Thuwal 239556900, Saudi ArabiaUniv Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA
机构:
Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
Zhao, Teng
Zhou, Ziqiang
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
Zhou, Ziqiang
Zhang, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Shanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
Zhang, Yan
Ling, Ping
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Shanghai Municipal Elect Power Co, Elect Power Res Inst, Shanghai 200122, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
Ling, Ping
Tian, Yingjie
论文数: 0引用数: 0
h-index: 0
机构:
State Grid Shanghai Municipal Elect Power Co, Elect Power Res Inst, Shanghai 200122, Peoples R ChinaShanghai Jiao Tong Univ, Dept Elect Engn, Shanghai 200240, Peoples R China
机构:
Univ Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USAUniv Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA
Tagle, Felipe
Castruccio, Stefano
论文数: 0引用数: 0
h-index: 0
机构:
Univ Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USAUniv Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA
Castruccio, Stefano
Crippa, Paola
论文数: 0引用数: 0
h-index: 0
机构:
Univ Notre Dame, Dept Civil & Environm Engn & Earth Sci, Notre Dame, IN 46556 USAUniv Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA
Crippa, Paola
Genton, Marc G.
论文数: 0引用数: 0
h-index: 0
机构:
King Abdullah Univ Sci & Technol, Stat Program, Thuwal 239556900, Saudi ArabiaUniv Notre Dame, Dept Appl & Computat Math & Stat, Notre Dame, IN 46556 USA