GIMAC Machine Health
Simulated scenarios

Machine assessment

Estrusore 1 · DEMO · 25 Aug, 09:59:52

Simulation only. All values, alerts and timestamps in Machine Health are simulated. Do not use them for line decisions.

Usable

Analysis data basis

Coverage, signals and baseline meet the minimum requirements for the current assessment.

Sensors

3 of 8 requiring attention · issues shown first

Status and trend of all sensors
Sensor / signalTrendOutcome
Melt pressure. Latest value: 174.4 bar. Trend: Rising. Against reference: Marked deviation. Signal status: Signal consistent.
 Marked deviation Availability: 100%
Thermal zone 3. Latest value: 208.8 °C. Trend: Rising. Against reference: Outside band. Signal status: Signal consistent.
 Outside band Availability: 100%
Thermal zone 4. Latest value: 196.1 °C. Trend: Falling. Against reference: Outside band. Signal status: Signal consistent.
 Outside band Availability: 100%
Screw speed. Latest value: 28 RPM. Trend: Stable. Against reference: Within band. Signal status: Transient outlier.
 Transient outlier Availability: 100%
Thermal zone 1. Latest value: 198 °C. Trend: Stable. Against reference: Within band. Signal status: Signal consistent.
 Within band Availability: 100%
Thermal zone 2. Latest value: 200 °C. Trend: Stable. Against reference: Within band. Signal status: Signal consistent.
 Within band Availability: 100%
Thermal zone 5. Latest value: 204 °C. Trend: Stable. Against reference: Within band. Signal status: Signal consistent.
 Within band Availability: 100%
Thermal zone 6. Latest value: 205 °C. Trend: Stable. Against reference: Within band. Signal status: Signal consistent.
 Within band Availability: 100%

Calculated indicators

Results derived from signals; they are neither sensors nor OEM limits.

Derived indicators and their status
IndicatorCurrent readingAnalysis status
42 / 100Indicative condition-index trend for each analysed interval.
 Priority check
+8.8 bar174.4 bar @ 28 RPM Context anomaly

Observed window

Data-window parameters
Valid samples28,800 / 28,800
Coverage4 h
Median step500 ms
Maximum gap850 ms
Share of screw-running samples100%
Baseline-eligible samples25,200
Latest analysed sample25 Aug, 09:59:52

Method and limits

Method, baseline and declared limitations
SourceDEMO — simulated data
Analysis versiondemo-scenarios-v3
Baseline strategyLatest continuous screw-running segment with the recent assessment window excluded
Baseline window25 Aug, 06:00:00 — 25 Aug, 09:00:00
Declared limitations
  • No labelled failure events are available.
  • The system does not estimate remaining useful life.
  • Thresholds and rules require OEM validation on the machine.

This read-only system provides decision support. It does not control PLCs, interlocks or safety functions.

Demonstration scenario guide

Combined event · 3 active issues

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What it simulates

Inconsistent pressure, thermal-profile distortion and speed transients occur together. It validates a multi-priority Assessment without mixing the evidence.

What to observe

  • Three rows are ordered by severity and can each be opened independently.
  • Pressure is model-detected; thermal and transient issues come from technical rules.
  • Actions, signals and compatible causes remain tied to their individual situation.

Expected interface result

Expected interface result
Final statePriority check
Assessment rows3
Detection sources
  • Context model · simulated
  • Technical rule

Entirely simulated data. The scenario changes only the Machine Health mock. It does not read, write or alter Line Data, ingestion or PLCs.