The construction of island power grids is a systematic engineering task. To ensure the safe operation of power grid systems, optimizing the line layout of island power grids is crucial. Especially in the current context of large-scale distributed renewable energy integration into the power grid, conventional island power grid line layouts can no longer meet actual demands. It is necessary to combine the operational characteristics of island power systems and historical load data to perform load forecasting, thereby generating power grid line layout paths. This article focuses on large-scale distributed renewable energy integration, summarizing optimization strategies for island power grid line layouts, and providing a solid guarantee for the safe and stable operation of island power systems.
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