Open-Pit Mining Optimization
- Tech Stack: Python, SQL (MySQL), Tableau
- GitHub URL: Project Repository
- Presentation Video: YouTube Overview
A smart monitoring solution to track and analyze open-pit mining operations. This project focuses on optimizing cycle durations, reducing downtime, and visualizing real-time performance using Tableau dashboards.
Problem Statement: The mine is unable to meet production expectations due to equipment inefficiencies, despite no increase in demand. Manual tracking is ineffective due to the mine’s size.
Key Objectives:
- Clean and structure operational data using Python
- Build SQL stored procedures for OEE calculation
- Visualize metrics like equipment availability, loading efficiency, and fuel-to-distance ratio
- Recommend improvements based on Tableau insights
Dashboard Focus:
- Equipment availability
- Real-time cycle completion tracking
- High/Low performing machines
- Operational Efficiency & Accuracy