Featured Project
Intelligent Motor Health Monitoring System
An intelligent system that monitors motor health, detects anomalies, and supports early identification of potential failures.
Summer 2026 Milestone • Working prototype with integrated sensing and initial healthy vs. abnormal analysis.
The Challenge
Unexpected motor failures can cause downtime, safety risks, and costly repairs. Our goal is to detect problems early through continuous motor health monitoring.
Why It Matters
- Improves reliability
- Reduces maintenance costs
- Helps prevent unexpected downtime
How It Works
Motor
The motor is in operation.
Sensors
Current and acoustic data are captured.
Microcontroller
Data is collected and transmitted.
Laptop
Data is analyzed to assess motor health.
Dashboard
Real-time insights and alerts.
Current and acoustic sensor data are acquired by an embedded system, analyzed on a laptop using signal processing and anomaly-detection techniques, and presented through an intuitive dashboard.
Prototype Highlights
Real prototype data and illustrative insights demonstrating system capabilities.
Current Waveform
Measured motor current from prototype testing.
Acoustic Waveform
Measured acoustic signal from prototype testing.
Motor Health Score
Combines selected indicators into a simple, explainable health score.
Real-Time Dashboard
Visualizes sensor data and health score in real time.