Robust self-scheduling of a price-maker energy storage facility in the New York electricity market
被引:25
作者:
Barbry, Adrien
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机构:
Polytech Montreal, Dept Math & Ind Engn, Quebec City, PQ, Canada
GERAD, Montreal, PQ, CanadaPolytech Montreal, Dept Math & Ind Engn, Quebec City, PQ, Canada
Barbry, Adrien
[1
,3
]
Anjos, Miguel F.
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机构:
Polytech Montreal, Dept Math & Ind Engn, Quebec City, PQ, Canada
GERAD, Montreal, PQ, CanadaPolytech Montreal, Dept Math & Ind Engn, Quebec City, PQ, Canada
Anjos, Miguel F.
[1
,3
]
Delage, Erick
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机构:
HEC Montreal, Dept Decis Sci, Quebec City, PQ, Canada
GERAD, Montreal, PQ, CanadaPolytech Montreal, Dept Math & Ind Engn, Quebec City, PQ, Canada
Delage, Erick
[2
,3
]
Schell, Kristen R.
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机构:
Polytech Montreal, Dept Math & Ind Engn, Quebec City, PQ, Canada
GERAD, Montreal, PQ, CanadaPolytech Montreal, Dept Math & Ind Engn, Quebec City, PQ, Canada
Schell, Kristen R.
[1
,3
]
机构:
[1] Polytech Montreal, Dept Math & Ind Engn, Quebec City, PQ, Canada
[2] HEC Montreal, Dept Decis Sci, Quebec City, PQ, Canada
Energy storage;
Electricity market;
Bidding strategy;
Arbitrage;
Quantile regression;
Robust optimization;
UNIT COMMITMENT;
WIND POWER;
TRANSMISSION;
OPTIMIZATION;
ARBITRAGE;
FARM;
D O I:
10.1016/j.eneco.2018.11.003
中图分类号:
F [经济];
学科分类号:
02 ;
摘要:
Recent progress in energy storage raises the possibility of creating large-scale storage facilities at lower costs. This may bring economic opportunities for storage operators, especially via energy arbitrage. However, storage operation in the market could have a noticeable impact on electricity prices. This work aims at evaluating jointly the potential operating profit for a price-maker storage facility and its impact on the electricity prices in the New York state market. Based on historical data, lower and upper bounds on the supply curve of the market are constructed. These bounds are used as an input for the robust self-scheduling problem of a price-maker storage facility. Our computational experiments show that the robust strategies thus obtained allow to reduce significantly the loss exposure while maintaining reasonably high expected profits. (C) 2018 Elsevier B.V. All rights reserved.
机构:
Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel
Ben-Tal, A
Nemirovski, A
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机构:
Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
Litvinov, Eugene
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Litvinov, Eugene
Sun, Xu Andy
论文数: 0引用数: 0
h-index: 0
机构:
Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Sun, Xu Andy
Zhao, Jinye
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Zhao, Jinye
Zheng, Tongxin
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
Brown, David B.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Fuqua Sch Business, Durham, NC 27708 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Brown, David B.
Caramanis, Constantine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
机构:
Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel
Ben-Tal, A
Nemirovski, A
论文数: 0引用数: 0
h-index: 0
机构:
Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, IsraelTechnion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
Litvinov, Eugene
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Litvinov, Eugene
Sun, Xu Andy
论文数: 0引用数: 0
h-index: 0
机构:
Georgia Inst Technol, H Milton Stewart Sch Ind & Syst Engn, Atlanta, GA 30332 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Sun, Xu Andy
Zhao, Jinye
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Zhao, Jinye
Zheng, Tongxin
论文数: 0引用数: 0
h-index: 0
机构:
ISO New England, Dept Business Architecture& Technol, Holyoke, MA 01040 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
机构:
MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
MIT, Ctr Operat Res, Cambridge, MA 02139 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Bertsimas, Dimitris
Brown, David B.
论文数: 0引用数: 0
h-index: 0
机构:
Duke Univ, Fuqua Sch Business, Durham, NC 27708 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
Brown, David B.
Caramanis, Constantine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Texas Austin, Dept Elect & Comp Engn, Austin, TX 78712 USAMIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA