To address the control challenges associated with the increasing share of inverter-connected renewable energy resources, this paper proposes a direct data-driven approach for fast frequency control in the bulk power system. The proposed control scheme partitions the power system into control areas, and leverages local dispatchable inverter-based resources to rapidly mitigate local power imbalances upon events. The controller design is based directly on historical measurement sequences, and does not require identification of a parametric power system model. Theoretical results are provided to support the approach. Simulation studies on a nonlinear three-area test system demonstrate that the controller provides fast and localized frequency control under several types of contingencies.
@article{arxiv.2304.04927,
title = {Data-Driven Fast Frequency Control using Inverter-Based Resources},
author = {Etinosa Ekomwenrenren and John W. Simpson-Porco and Evangelos Farantatos and Mahendra Patel and Aboutaleb Haddadi and Lin Zhu},
journal= {arXiv preprint arXiv:2304.04927},
year = {2023}
}