AV-D/Energy-Consumption-Analysis-and-Predictive-Modelling-for-Grid-Optimization-in-Tetouan-Morocco.

# Energy-Consumption-Analysis-and-Predictive-Modelling-for-Grid-Optimization-in-Tetouan-Morocco. ## Executive Report: Analysis of Tétouan City Energy Consumption --- ### **1. Overview of the Study** This report presents key findings from an in-depth analysis of energy consumption in Tétouan, Morocco. The dataset used for this analysis contains 52,416 observations recorded at 10-minute intervals, covering electricity consumption across three zones (Quads, Smir, and Boussafou) managed by Amendis. The study aims to uncover trends in electricity demand and identify factors influencing consumption. --- ### **2. Key Findings** #### **A. Electricity Consumption Trends** - **Average Power Consumption:** - Zone 1: 32,344 kW - Zone 2: 21,042 kW - Zone 3: 17,835 kW - **Peak Demand:** - Zone 1 reached a maximum of 52,204 kW. - Zone 2 peaked at 37,408 kW. - Zone 3 recorded a maximum of 47,598 kW. - **Seasonal Variations:** Electricity demand exhibited significant fluctuations influenced by temperature and humidity levels. #### **B. Environmental Factors Impacting Consumption** - **Temperature:** Average temperature was $$18.81^\circ C$$, with a range from $$3.25^\circ C$$ to $$40.01^\circ C$$. Higher temperatures correlated with increased electricity usage due to cooling demands. - **Humidity:** Average humidity was $$68.26\%$$, with higher humidity levels showing a moderate impact on energy consumption patterns. - **Diffuse Energy Flows:** General diffuse flows (average: $$182.7$$) and diffuse flows (average: $$75.0$$) were analyzed to understand their role in solar energy distribution and its indirect effects on power demand. #### **C. Temporal Patterns** - Electricity consumption was higher during working hours and weekdays compared to weekends. - Seasonal peaks were observed during summer months due to increased cooling needs. --- ### **3. Operational Insights** #### **A. Energy Distribution by Zones** - Zone 1 consistently had the highest energy demand, followed …