Fuel Efficiency & Driver Behavior Analysis

Objective

Evaluate the impact of GPS implementation and SOP on fuel efficiency by comparing pre and post-installation performance

Project Details

• Cleaned and validated vehicle fuel and distance datasets for operational analysis.
• Calculated fuel efficiency and cost-per-KM before vs after GPS implementation.
• Analyzed idle time & driving behavior to evaluate post-GPS operational performance and compared performance across vehicles.
• Identified anomalies and inconsistencies in vehicle operational data, which reduced data reliability.
• Developed an interactive dashboard to visualize key business insights.
• Found that fuel efficiency impact varied across vehicles, with lower idle time correlated with better efficiency.
• Recommended stronger SOP enforcement and vehicle monitoring to resolve driver behavior issues and operational anomalies.

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