Robust bidding strategy for demand response aggregators in electricity market based on game theory
被引:67
作者:
Abapour, Saeed
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机构:
Univ Tabriz, Fac Elect & Comp Engn, Tabriz, IranUniv Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
Abapour, Saeed
[1
]
Mohammadi-Ivatloo, Behnam
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机构:
Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
Duy Tan Univ, Inst Res & Dev, Da Nang 550000, VietnamUniv Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
Mohammadi-Ivatloo, Behnam
[1
,2
]
Hagh, Mehrdad Tarafdar
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Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
Near East Univ, Engn Fac, Mersin 10, TR-99138 Nicosia, North Cyprus, TurkeyUniv Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
Hagh, Mehrdad Tarafdar
[1
,3
]
机构:
[1] Univ Tabriz, Fac Elect & Comp Engn, Tabriz, Iran
[2] Duy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam
[3] Near East Univ, Engn Fac, Mersin 10, TR-99138 Nicosia, North Cyprus, Turkey
DR aggregator;
Game theory;
Nash equilibrium;
Robust optimization (RO) method;
INCOMPLETE-INFORMATION;
UNCERTAINTY;
D O I:
10.1016/j.jclepro.2019.118393
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
One of the ways to manage and provide flexibility in power systems is demand response (DR). A large number of end-users as DR sources must be aggregated by an intermediate entity called DR aggregator. This paper proposes an approach based on game theory to obtain the best bidding strategy of DR aggregators in electricity market. In the presented scheme, an economic responsive load model is employed for DR approach which is based on customer benefit function and price elasticity. In this paper, the network operator receives DR services from the DR aggregator. It is considered that all bids from aggregators are assembled by a network operator which calculates the share of each aggregator in DR programs by revenue function optimization. Furthermore, the network operator offers rewards to DR aggregators to achieve this purpose. The robust optimization (RO) method is used handling price uncertainty. It is used to optimize the robustness of the decision-making strategies. A non-cooperative game is used to model the competition among DR aggregators. The Nash equilibrium idea is employed to solve this game. (C) 2019 Elsevier Ltd. All rights reserved.
机构:
ENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, ItalyENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, Italy
Di Somma, Marialaura
Graditi, Giorgio
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ENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, ItalyENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, Italy
Graditi, Giorgio
Siano, Pierluigi
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机构:
Univ Salerno, Dept Ind Engn, I-84084 Fisciano, ItalyENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, Italy
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Ding, Tao
Liu, Shiyu
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Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Liu, Shiyu
Yuan, Wei
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机构:
Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33613 USAXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Yuan, Wei
Bie, Zhaohong
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Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Bie, Zhaohong
Zeng, Bo
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Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33613 USAXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
机构:
ENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, ItalyENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, Italy
Di Somma, Marialaura
Graditi, Giorgio
论文数: 0引用数: 0
h-index: 0
机构:
ENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, ItalyENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, Italy
Graditi, Giorgio
Siano, Pierluigi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Salerno, Dept Ind Engn, I-84084 Fisciano, ItalyENEA Agenzia Nazl Nuove Tecnol Energia & Sviluppo, Dept Energy Technol, I-80055 Portici, Italy
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Ding, Tao
Liu, Shiyu
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Liu, Shiyu
Yuan, Wei
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33613 USAXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Yuan, Wei
Bie, Zhaohong
论文数: 0引用数: 0
h-index: 0
机构:
Xi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R ChinaXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China
Bie, Zhaohong
Zeng, Bo
论文数: 0引用数: 0
h-index: 0
机构:
Univ S Florida, Dept Ind & Management Syst Engn, Tampa, FL 33613 USAXi An Jiao Tong Univ, Dept Elect Engn, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Peoples R China