The AI-Based Solar Power Generation Forecasting and Performance Optimization System is designed to improve the efficiency, reliability, and productivity of solar energy systems using Artificial Intelligence (AI). Solar power generation depends on environmental factors such as sunlight intensity, temperature, weather conditions, and cloud cover, which make power output difficult to predict accurately. This project uses AI and machine learning techniques to analyze real-time and historical data co