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When integrating energy storage with wind power, engineers rely on real-time data to monitor performance, predict outages, and optimize energy distribution. . In response to the issue of limited new energy output leading to poor smoothing effects on grid-connected load fluctuations, this paper proposes a load-power smoothing method based on “one source with multiple loads”. Electricity price arbitrage was considered as an effective way to generate benefits when connecting to wind generation and grid.