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The goal of this issue is to present the state-of-the-art data-driven technologies that have been adopted in macro- and microgrids, along with potential data-driven applications with high practical values. To this end, this issue includes eight articles on data-driven applications. In addition, it contains two articles on other relevant topics, with one focusing on the operation of island power systems with a high penetration of inverter-based resources and the other featuring hydrogen-electric airplanes.