Asset Risk & Reliability Analytics Dashboard
An end-to-end Power BI project focused on asset risk management, maintenance reliability, and operational performance analytics for utility-style infrastructure environments.
The project was designed to simulate how data-driven asset management can support maintenance prioritization, reliability improvement, and long-term operational planning.
Key areas of analysis included:
🔹 Asset Risk Scoring
🔹 Failure Event Analysis
🔹 Maintenance Backlog Monitoring
🔹 Customer Impact & Outage Analytics
🔹 Preventive vs Corrective Maintenance Costs
🔹 Data Quality & Asset Integrity Monitoring
🔹 Risk vs Replacement Cost Prioritization
Using Power BI, DAX, SQL, and data modeling techniques, I built interactive dashboards that help transform operational data into actionable insights for maintenance and asset management teams.
Some insights identified during the analysis:
✔️ Equipment-related failures were the primary driver of customer interruptions
✔️ High-risk assets were concentrated among aging infrastructure classes
✔️ Maintenance backlog patterns revealed both aging-related and volume-driven operational risks
✔️ Data quality gaps significantly impacted risk visibility and decision accuracy
This project strengthened my experience in:
📊 Data visualization & dashboard development
📈 Risk-based operational analytics
🛠️ Asset lifecycle & reliability analysis
📉 Maintenance performance reporting
🧩 Data quality assessment
⚡ Utility-focused operational intelligence
