Operation Of Energy Storage System For Renewable Utilization Enhancement

2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM)(2016)

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摘要
This paper presents the optimal operation of energy storage system (ESS) applied for renewable utilization enhancement. The problem is formulated with stochastic dynamic programming (SDP) framework, which explicitly incorporates the system uncertainties. The transmission network modeling is particularly considered from the viewpoint of Independent System Operator (ISO). The SDP-based operation policy for ESS, renewable and conventional generation dispatch can accurately adapt to hourly uncertainties in wind and load demand. It is demonstrated to considerably increase wind utilization and reduce energy production cost. Additionally, comparison result shows that the proposed SDP model outperforms look-ahead optimization model as a commonly used approach for operation problems under uncertainty.
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关键词
energy storage system,power system generation dispatch,renewable energy,stochastic dynamic programming
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