Coordination of Wind Power Plants and Energy Storage Devices in Security-Constrained Unit Commitment Problem Using Robust Optimization

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AGHAEI JAMSHID; Rahimi Rezaei Amin; Karimi Mohammadreza

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Journal: Modeling in Engineering Year:2018 | Volume:16 | Issue:53 Page(s): 207-220

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Title

Coordination of Wind Power Plants and Energy Storage Devices in Security-Constrained Unit Commitment Problem Using Robust Optimization

Author(s)

AGHAEI JAMSHID | Rahimi Rezaei Amin | Karimi Mohammadreza | Issue Writer Certificate

Keywords

Security-constrained unit commitmentQ1

Robust optimizationQ1

uncertaintyQ1

Benders decompositionQ1

Abstract

Security-constrained unit commitment, one of the most critical tasks in electric power system operations, faces new challenges as the supply and demand uncertainty increases dramatically due to the integration of variable generation resources such as wind power generation. To cope with these concerns, we propose a two-stage adaptive robust unit commitment model for the security constrained unit commitment problem in the presence of load and wind uncertainty. In addition to being robust model to deal with the uncertainty of wind power production, energy storage devices has been considered for further handling of this issue. Compared to the conventional stochastic programming approach, the Robust optimization model is more practical because only requires a deterministic uncertainty set, while in stochastic programming to obtain a probability distribution function of parameter uncertainty is very difficult. To resolve the SCUC problem using Robust optimization that is very complex and difficult, Benders decomposition algorithm is used to make smaller problems, which makes reduced complexity of the problem, which results in to solve it easier.

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APA: Copy

AGHAEI, JAMSHID, Rahimi Rezaei, Amin, & Karimi, Mohammadreza. (2018). Coordination of Wind Power Plants and Energy Storage Devices in Security-Constrained Unit Commitment Problem Using Robust Optimization. JOURNAL OF MODELING IN ENGINEERING, 16(53 ), 207-220. SID. https://sid.ir/paper/365008/en

Vancouver: Copy

AGHAEI JAMSHID, Rahimi Rezaei Amin, Karimi Mohammadreza. Coordination of Wind Power Plants and Energy Storage Devices in Security-Constrained Unit Commitment Problem Using Robust Optimization. JOURNAL OF MODELING IN ENGINEERING[Internet]. 2018;16(53 ):207-220. Available from: https://sid.ir/paper/365008/en

IEEE: Copy

JAMSHID AGHAEI, Amin Rahimi Rezaei, and Mohammadreza Karimi, “Coordination of Wind Power Plants and Energy Storage Devices in Security-Constrained Unit Commitment Problem Using Robust Optimization,” JOURNAL OF MODELING IN ENGINEERING, vol. 16, no. 53 , pp. 207–220, 2018, [Online]. Available: https://sid.ir/paper/365008/en

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