Abstract
The fast growing expansion of renewable energy increases the complexities in balancing generation and demand in the power system. The energy-shifting and fast-ramping capability of energy storage has led to increasing interests in batteries to facilitate the integration of renewable resources. In this paper, we present a two-step framework to evaluate the potential value of energy storage in power systems with renewable generation. First, we formulate a stochastic unit commitment approach with wind power forecast uncertainty and energy storage. Second, the solution from the stochastic unit commitment is used to derive a flexible schedule for energy storage in economic dispatch where the look-ahead horizon is limited. Analysis is conducted on the IEEE 24-bus system to demonstrate the benefits of battery storage in systems with renewable resources and the effectiveness of the proposed battery operation strategy.
Original language | English (US) |
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Article number | 7355371 |
Pages (from-to) | 685-696 |
Number of pages | 12 |
Journal | IEEE Transactions on Sustainable Energy |
Volume | 7 |
Issue number | 2 |
DOIs | |
State | Published - Apr 2016 |
Keywords
- Battery
- Stochastic unit commitment
- economic dispatch
- energy storage
- flexible resources
- integer programming
- power system economics
- power system reliability
- real-time operation
- renewable resources
ASJC Scopus subject areas
- Renewable Energy, Sustainability and the Environment