A framework for transmission-related applications of energy storage systems for wind power integration

This paper proposes a probabilistic unit commitment (PUC) to evaluate the transmission-related applications of energy storage systems for wind power integration. Statistical distributions are used to stochastically model the wind speed and load. A (2m+1)-point estimate method incorporates the power...

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Bibliographic Details
Published in2014 IEEE PES General Meeting | Conference & Exposition pp. 1 - 5
Main Authors Ghofrani, M., Arabali, A., Ghayekhloo, M.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.07.2014
Subjects
Energy storage
energy storage system
Load modeling
Power systems
probabilistic unit commitment
Simulation
transmission congestion
Wind energy
Wind energy generation
wind generation
Wind power generation
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Summary:This paper proposes a probabilistic unit commitment (PUC) to evaluate the transmission-related applications of energy storage systems for wind power integration. Statistical distributions are used to stochastically model the wind speed and load. A (2m+1)-point estimate method incorporates the power system uncertainties into the PUC. The IEEE 24-bus system is used as a benchmark to test the proposed method for different scenarios. The distributed storage system is introduced as a solution to decrease the incremental congestion cost of the co-located wind and centralized storage system.
ISSN:1932-5517
DOI:10.1109/PESGM.2014.6938896