Control Tuning of Energy Storage Systems based on Operating Point Consistency

Andrés Argüello, T. R. Ricciardi, M. J. Rider
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Abstract

The operating point (OP) of energy storage systems (ESS) may change drastically and with a certain frequency, depending on their dispatch. In order to use this technology to its full extent, such condition should not represent a limiting constraint in terms of performance and stability. However, linear controllers as the proportional-integral-derivative (PID) generally require the linearization of the system around a point to perform their tuning and do not necessarily guarantee correct operation over the wide range required by ESSs. In order to address this issue, this paper presents a study to select a consistent OP when tuning the PIDs for the active power control loop in an ESS. Two scenarios of simulated OPs were obtained from an optimal power flow (OPF) (critical setpoint shifts, and centroids of clusters for representative cases), with a third one to evaluate saturation. A genetic algorithm (GA) was used at each point to minimize reference tracking error and to ensure operating constraints. The simulation results were confirmed through a mathematical analysis which indicates that since the system’s behavior depends heavily on the OP, tunings based on saturation points are the most consistent choice.
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基于工作点一致性的储能系统控制调谐
随着电网调度的不同,储能系统的工作点(OP)可能会发生剧烈的、有一定频率的变化。为了充分利用这项技术,这种情况不应成为性能和稳定性方面的限制性约束。然而,作为比例-积分-导数(PID)的线性控制器通常要求系统在一个点周围线性化以执行其调谐,并且不一定保证在ESSs所需的大范围内正确运行。为了解决这个问题,本文提出了一项研究,在调整ESS有功功率控制回路的pid时选择一致的OP。从最优功率流(OPF)(临界设定值位移和代表情况的簇质心)中获得了两个模拟OPs情景,第三个情景用于评估饱和度。在每个点上使用遗传算法最小化参考跟踪误差并保证操作约束。通过数学分析证实了仿真结果,表明由于系统的行为严重依赖于OP,基于饱和点的调优是最一致的选择。
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