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arXiv 2104.15038eess.SYcs.SY
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基于随机多时段AC安全约束最优潮流的可再生能源主导电力系统安全控制

Envisioning security control in renewable dominated power systems through stochastic multi-period AC security constrained optimal power flow

Mohammad Iman Alizadeh, Muhammad Usman, Florin Capitanescu

摘要:

可再生能源普及率的提高带来了环境效益,但同时也增加了运行成本,降低了N-1安全标准的满足程度。为了解决后一个问题,本文设想的N-1安全控制的RES为主的电力系统通过随机多周期交流安全约束最优潮流(SCOPF)。本文扩展了最先进的,即确定性和单时间段AC SCOPF,以捕获两个新的维度,RES随机性和多个时间段,以及新兴的灵活性来源,如灵活负载(FL)和储能系统(ESS)。因此,本文首次提出并解决了一个新的问题制定的形式随机多周期AC SCOPF(S-MP-SCOPF)。将S-MP-SCOPF问题转化为一个非线性规划问题。它计算最佳的灵活性资源和其他传统的控制手段,在日前运行的拥塞管理和电压控制的设定点。本文的另一个显着特点是全面和准确的建模,使用:交流潮流模型的前应急和后应急状态,跨时间的资源,如FL和ESS在24小时的时间范围和RES的不确定性的约束。该模型的重要性和性能,通过一个直接的方法,推动问题的大小到求解器的限制,说明了两个测试系统的5个节点和60个节点,分别,而未来的工作将开发一个易于处理的算法。

英文摘要:

The accelerated penetration rate of renewable energy sources (RES) brings environmental benefits at the expense of increasing operation cost and undermining the satisfaction of the N-1 security criterion. To address the latter issue, this paper envisions N-1 security control in RES dominated power systems through stochastic multi-period AC security constrained optimal power flow (SCOPF). The paper extends the state-of-the-art, i.e. deterministic and single time period AC SCOPF, to capture two new dimensions, RES stochasticity and multiple time periods, as well as emerging sources of flexibility such as flexible loads (FL) and energy storage systems (ESS). Accordingly, the paper proposes and solves for the first time a new problem formulation in the form of stochastic multi-period AC SCOPF (S-MP-SCOPF). The S-MP-SCOPF is formulated as a non-linear programming (NLP) problem. It computes optimal setpoints of flexibility resources and other conventional control means for congestion management and voltage control in day-ahead operation. Another salient feature of this paper is the comprehensive and accurate modelling, using: AC power flow model for both pre-contingency and post-contingency states, inter-temporal constraints for resources such as FL and ESS in a 24-hours time horizon and RES uncertainties. The importance and performances of the proposed model through a direct approach, pushing the problem size up to the solver limit, are illustrated on two test systems of 5 nodes and 60 nodes, respectively, while future work will develop a tractable algorithm.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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