Analyze
Context-aware water anomaly detection for managed facilities.
Choose a synthetic/simulated scenario, set operating context, then review the resulting evidence with a human decision-maker.
Compare normal demand, abnormal behavior, and legitimate high activity using the existing seeded scenarios.
Why these scenarios?
They provide a controlled comparison of normal operation, suspicious flow/pressure behavior, legitimate high demand, and high demand with a flagged pattern. They are seeded synthetic/simulated scenarios, not live building telemetry.
Operating context helps distinguish legitimate high-demand periods from suspicious behavior.
Why does operating context matter?
A higher flow rate during an event can be expected. The model evaluates flow and pressure alongside the selected operating context rather than treating high demand alone as a leak.
This demo runs on a free backend that sleeps when inactive. Starting it again can take around a minute. Keep this page open. Analysis will become available automatically when the service is ready.
What happens when I click Analyze?
HydroSentinel evaluates the selected flow, pressure, and operating-context telemetry against the learned synthetic baseline, then returns a non-persistent result for human review.
Awaiting analysis
Choose a scenario to compare normal demand, suspected leak behavior, and legitimate high-activity demand.
- Estimated loss rate
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- Operating context
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- Pattern label
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What does model score mean?
It is the classifier score for the detected pattern in this synthetic/simulated scenario. It is not a calibrated probability or a confirmation that a physical leak exists.
- Data source: seeded synthetic/simulated scenarios.
- Inputs: flow, pressure, and operating context.
- Model score is not a calibrated probability.
- Estimated loss is a model estimate.
- Not physically deployed or validated on building infrastructure.
- Human review is required.
What can and can’t the system conclude?
It can surface patterns that differ from its learned synthetic baseline and provide decision-support estimates. It cannot confirm a physical leak, replace site inspection, or guarantee outcomes.