Edge Analytics
FFT pipeline and event scoring.
Industrial Vibration Monitor
Edge firmware for vibration analysis with event-driven reporting.
Focus
Signal processing, reliability
Impact
Enabled early fault detection and reduced downtime.
Stack
STM32DSPMQTTC/C++
Timeline
A structured view of the phases and decisions that shaped the outcome.
Discovery
Defined alert thresholds and edge processing constraints.
Signal Processing
Implemented FFT-based detection and event scoring.
Field Trials
Validated detection accuracy with live equipment.
Diagrams
Key systems and data flows that framed the implementation.
Alert Workflow
Trigger thresholds and escalation flow.
Evidence
Evaluation-focused summary of security, reliability, and testing evidence.
Security & Provisioning
OTA & Reliability
Validation & Testing
- Improved early warning detection for maintenance teams.
- Reduced data transfer by reporting only key events.
- Enabled faster response to equipment anomalies.