A hybrid wind farm integrates various renewable energy sources such as wind power and solar power. The intermittency and volatility of these energy outputs can lead to an imbalance in energy distribution in the power grid, posing a threat to the safe and stable operation of the power grid. On this basis, this study focuses on energy balance control and explores a novel low-voltage distribution network safety system for hybrid wind farms. In terms of hardware design, energy storage systems are introduced to balance and suppress energy fluctuations when wind farms are connected to the grid, and a distribution network structure framework is constructed; Simultaneously, the energy balance control technology is utilized to construct a clock tree configuration module, ensuring real-time conversion of distribution network signals, optimizing generation load matching, reducing frequency fluctuations, and enhancing grid frequency stability. In terms of software design, firstly, based on the principle of equivalence, the relationship between voltage and current of wind farm distribution network is deeply analyzed. Based on the energy balance control strategy, a voltage current protection matrix is constructed to optimize system safety. The experimental section takes a domestic wind farm as an example to test the imbalance of its daily output power. The results show that the system can compensate for the difference in output power, meet the stable grid-connection requirements, and has important application value. It can enrich the safety control theory of hybrid wind farms and provide technical support for the safe operation of actual wind farms.