This paper introduces a groundbreaking approach to revolutionize traditional farming practices by introducing a decision model-based agricultural electrical automation control system. The system integrates cutting-edge technologies, including artificial intelligence (AI), machine learning (ML), and sensor networks, with the goal of enhancing the efficiency and productivity of agricultural processes. By automating key tasks such as irrigation, fertilization, pest control, and harvesting, the s...