SmartWatt is an intelligent energy management system designed to analyze and predict household electricity consumption to improve efficiency and reduce energy waste. The system uses historical electricity data and applies the ARIMA time-series model to forecast future energy usage. It includes data preprocessing and feature engineering to ensure accurate predictions, and the model is evaluated using standard metrics such as MAE and RMSE. In addition, the system provides personalized recommendations to help users optimize their energy consumption and reduce costs. SmartWatt also features an interactive dashboard that visualizes consumption patterns and predictions, supporting better decision-making. The project aims to enhance user awareness, improve energy efficiency, and promote sustainable energy usage in alignment with Saudi Vision 2030.
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