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Coordination of Interdependent Natural Gas and Electricity Infrastructures for Firming the Variability of Wind Energy in Stochastic Day-Ahead Scheduling

机译:相互依赖的天然气和电力基础设施的协调,以确保随机日程调度中风能的可变性

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摘要

In this paper, the coordination of constrained electricity and natural gas infrastructures is considered for firming the variability of wind energy in electric power systems. The stochastic security-constrained unit commitment is applied for minimizing the expected operation cost in the day-ahead scheduling of power grid. The low cost and sustainable wind energy could substitute natural gas-fired units, which are constrained by fuel availability and emission. Also, the flexibility and quick ramping capability of natural gas units could firm the variability of wind energy. The electricity and natural gas network constraints are considered in the proposed model (referred to as EGTran) and Benders decomposition is adopted to check the natural gas network feasibility. The autoregressive moving average (ARMA) time-series model is used to simulate wind speed forecast errors in multiple Monte Carlo scenarios. Illustrative examples demonstrate the effectiveness of EGTran for firming the variable wind energy by coordinating the constrained electricity and natural gas delivery systems.
机译:在本文中,考虑约束电力和天然气基础设施的协调以确保电力系统中风能的可变性。随机的,受安全约束的单位承诺用于最小化电网日间调度中的预期运营成本。低成本和可持续的风能可以替代天然气单位,而天然气单位则受到燃料供应和排放的限制。此外,天然气装置的灵活性和快速的爬坡能力可以确保风能的可变性。该模型考虑了电力和天然气网络的约束条件(称为EGTran),并采用Benders分解法检查天然气网络的可行性。自回归移动平均值(ARMA)时间序列模型用于在多个蒙特卡洛场景中模拟风速预测误差。说明性示例说明了EGTran通过协调受约束的电力和天然气输送系统来解决可变风能的有效性。

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