articleIEEE Transactions on Smart GridSep 12, 2011Closed access

Sizing of Energy Storage for Microgrids

Nanyang Technological University

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Abstract

This paper presents a new method based on the cost-benefit analysis for optimal sizing of an energy storage system in a microgrid (MG). The unit commitment problem with spinning reserve for MG is considered in this method. Time series and feed-forward neural network techniques are used for forecasting the wind speed and solar radiations respectively and the forecasting errors are also considered in this paper. Two mathematical models have been built for both the islanded and grid-connected modes of MGs. The main problem is formulated as a mixed linear integer problem (MLIP), which is solved in AMPL (A Modeling Language for Mathematical Programming). The effectiveness of the approach is validated by case…

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907
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64.36
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100%
References
33
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Authors

3

Topics & keywords

Keywords
  • Sizing
  • Microgrid
  • Grid
  • Energy storage
  • Mathematical optimization
  • Integer programming
  • Computer science
  • Wind power
UN Sustainable Development Goals
  • Affordable and clean energy
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