Anomaly Detection
Flow thresholds and alert generation logic.
Connected Water Meter
Low-power metering firmware with anomaly detection and remote reporting.
Focus
Low-power, anomaly detection
Impact
Improved leak detection and usage accuracy.
Stack
STM32BLECoAPC/C++
Timeline
A structured view of the phases and decisions that shaped the outcome.
Assessment
Identified anomalous flow patterns and reporting needs.
Firmware Update
Implemented event-driven telemetry and leak detection.
Field Trials
Validated anomalies and tuned alert thresholds.
Diagrams
Key systems and data flows that framed the implementation.
Telemetry Flow
Event-based reporting over CoAP.
Evidence
Evaluation-focused summary of security, reliability, and testing evidence.
Security & Provisioning
OTA & Reliability
Validation & Testing
- Improved leak detection accuracy.
- Reduced data transmission costs with event-only reports.
- Enhanced utility reporting dashboards.