The application of artificial intelligence (AI) methods in power grid analysis necessitates the utilization of power flow datasets for model training. Presently, power flow data sources predominantly stem from offline simulations and real-time data collection. However, the accumulated online and offline power flow datasets have limitations that impede their direct suitability for AI model