Usage context
Context
01
Narrative · 01
Context
Anomaly detection and alerting is set up to catch unusual patterns in process data early.
Production monitoring & efficiency
Anomaly Detection & Early Warning
Anomaly and early-warning software that detects unusual patterns in process measurements.
Solution flow
01
Context
Anomaly detection and alerting is set up to catch unusual patterns in process data early.
02
What we do
We monitor critical process channels; software flags deviation and anomaly by threshold or model and produces alerts and records. Channel list, thresholds and false-alarm tracking are written in the project definition.
03
What you get
Anomaly alert record, false-alarm rate and event timeline.
Our approach
What we do
02
Narrative · 02
What we do
We monitor critical process channels; software flags deviation and anomaly by threshold or model and produces alerts and records. Channel list, thresholds and false-alarm tracking are written in the project definition.
Deliverables
What you get
03
Narrative · 03
What you get
Anomaly alert record, false-alarm rate and event timeline.
04
How we verify
Acceptance checks whether known events in historical data are flagged by the system and requires the false-alarm rate to stay below the agreed threshold over a defined monitoring period.
05
What is required
Requires access to the critical process channels to monitor, historical data with labelled events where available, and approval of an acceptable false-alarm threshold.
Record chain
Record context
From obligation to measured record to produced output.
01
Obligation / requirement
Production, traceability or quality record obligation
02
Required record
Shop-floor production and process records
03
What AEON produces
Timestamped operational records from measurement
What's included
- Anomaly alert
- Detection latency report
- Estimated prevented scrap
Industry context
Industry contexts where this solution is often relevant.
Related solutions
Solutions often considered together.
Contact
Let’s clarify the scope together
We clarify a suitable scope together based on your site, industry and goals.