Demand Response Exchange in the Stochastic Day-Ahead Scheduling With Variable Renewable Generation
被引:139
作者:
Wu, Hongyu
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机构:
Natl Renewable Energy Lab, Power Syst Engn Ctr, Golden, CO 80401 USANatl Renewable Energy Lab, Power Syst Engn Ctr, Golden, CO 80401 USA
Wu, Hongyu
[1
]
Shahidehpour, Mohammad
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机构:
IIT, Robert W Galvin Ctr Elect, Chicago, IL 60616 USANatl Renewable Energy Lab, Power Syst Engn Ctr, Golden, CO 80401 USA
Shahidehpour, Mohammad
[2
]
Alabdulwahab, Ahmed
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机构:
King Abdulaziz Univ, Dept Elect & Comp Engn, Renewable Energy Res Grp, Jeddah 21589, Saudi ArabiaNatl Renewable Energy Lab, Power Syst Engn Ctr, Golden, CO 80401 USA
Alabdulwahab, Ahmed
[3
]
Abusorrah, Abdullah
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机构:
King Abdulaziz Univ, Dept Elect & Comp Engn, Renewable Energy Res Grp, Jeddah 21589, Saudi ArabiaNatl Renewable Energy Lab, Power Syst Engn Ctr, Golden, CO 80401 USA
Abusorrah, Abdullah
[3
]
机构:
[1] Natl Renewable Energy Lab, Power Syst Engn Ctr, Golden, CO 80401 USA
[2] IIT, Robert W Galvin Ctr Elect, Chicago, IL 60616 USA
[3] King Abdulaziz Univ, Dept Elect & Comp Engn, Renewable Energy Res Grp, Jeddah 21589, Saudi Arabia
Day-ahead scheduling;
demand response exchange;
energy storage;
ISO's stochastic SCUC;
Monte Carlo simulation;
renewable energy sources;
CONSTRAINED UNIT COMMITMENT;
ELECTRICITY MARKETS;
POWER-GENERATION;
WIND POWER;
SECURITY;
SCUC;
OPTIMIZATION;
ENERGY;
MODEL;
D O I:
10.1109/TSTE.2015.2390639
中图分类号:
X [环境科学、安全科学];
学科分类号:
083001 [环境科学];
摘要:
This paper proposes a pool-based demand response exchange (DRX) model in which economic demand response (DR) is traded among DR participants as an alternative for managing the variability of renewable energy sources (RES). Load curtailment bids are provided by individual DRX participants and the DRX is cleared by maximizing the total social welfare, which is subject to supply-demand balance and individual bidders' inter-temporal operation constraints. The proposed DRX model is further integrated in the current context of the ISO's day-ahead scheduling in electricity markets. A two-step sequential market clearing framework is presented in which the ISO's stochastic day-ahead scheduling is simulated first for calculating the expected locational marginal prices (LMPs) and then, the proposed DRX is cleared successively using the expected LMPs. The simulation of the ISO's stochastic day-ahead scheduling incorporates random outages of system components and forecast errors for hourly renewable generation and loads. The decomposition-based method is employed to solve the ISO's day-ahead scheduling in the base case and scenarios. Numerical tests are performed for a 6-bus system and an IEEE 118-bus system. The results demonstrate the benefit of utilizing the DRX model for customer market participation in the ISO's day-ahead market scheduling.
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
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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:
Univ Tasmania, Ctr Renewable Energy & Power Syst CREPS, Hobart, Tas 7001, AustraliaUniv Tasmania, Ctr Renewable Energy & Power Syst CREPS, Hobart, Tas 7001, Australia
Duy Thanh Nguyen
;
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h-index:
机构:
Negnevitsky, Michael
;
de Groot, Martin
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO ICT Ctr, Sydney, NSW, AustraliaUniv Tasmania, Ctr Renewable Energy & Power Syst CREPS, Hobart, Tas 7001, Australia
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:
Univ Tasmania, Ctr Renewable Energy & Power Syst CREPS, Hobart, Tas 7001, AustraliaUniv Tasmania, Ctr Renewable Energy & Power Syst CREPS, Hobart, Tas 7001, Australia
Duy Thanh Nguyen
;
论文数: 引用数:
h-index:
机构:
Negnevitsky, Michael
;
de Groot, Martin
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO ICT Ctr, Sydney, NSW, AustraliaUniv Tasmania, Ctr Renewable Energy & Power Syst CREPS, Hobart, Tas 7001, Australia