In the context of the development of energy interconnection, the power grid is developing in the direction of integration with information systems and multi-power interconnection. This paper proposes a two-stage wind power and multi-energy coordinated control optimization strategy under the background of energy interconnection. In the day-ahead/inner day scheduling stage, the distribution strategy within the wind field is given to stabilize the volatility; in the real-time scheduling stage, the adjustment strategy of multi-power coordinated scheduling is given with the goal of optimizing economy. Combined with the actual system example, the effectiveness of the control strategy is illustrated by comparison with the traditional method.#$NLKeywords: Information fusion; multi-power coordination; active power; wind power control; energy interconnection