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Computational Efficiency Assessment of Multi-Period AC Optimal Power Flow including Energy Storage Systems

机译:包括储能系统的多周期交流最优潮流的计算效率评估

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In this paper, firstly, a formulation for Multi-Period AC Optimal Power Flow is developed to incorporate intertemporal constraints and, specifically, equations representing energy storage systems. Secondly, a solution method for the resulting optimisation model is proposed based on the primal-dual interior point method and the mathematical details underlying the solution approach are explicitly and extensively elaborated. The developed solver is tested on a simple 3 bus system. Finally, the computationally efficiency is compared with similar GAMS- and MATLAB-based non-linear commercial solvers. The main contributions of our proposed method can be summarised as follows: a) Shorter computational time is observed in the test due to the merit of using analytical differentiation in the solution method rather than numerical, which is typically used by commercial solvers. b) The formulation and solution method provides the basis of an open-box flexible solver that can be extended to include other components of power systems.
机译:在本文中,首先,开发了一种多周期交流最优潮流计算公式,其中考虑了跨期约束,特别是代表能量存储系统的方程式。其次,基于原始-对偶内点法,提出了一种用于结果优化模型的求解方法,并对求解方法所基于的数学细节进行了明确,详尽的阐述。开发的求解器在简单的3总线系统上进行了测试。最后,将计算效率与类似的基于GAMS和MATLAB的非线性商业求解器进行比较。我们提出的方法的主要贡献可归纳如下:a)由于在求解方法中使用解析微分法而不是数值法(通常是商业求解器通常使用数值法)的优点,因此在测试中观察到的计算时间较短。 b)公式和求解方法提供了一种开放式灵活求解器的基础,该求解器可以扩展为包括电力系统的其他组件。

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