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REPLAY ANALYSIS

Process monitor

Inspect signal changes and data quality in the selected replay.

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DATASET REPLAYSelect a test case
Recorded process event

Untouched held-out industrial sequence. Fault annotations are excluded from the diagnosis.

Signals observed 52channels

Profiles generated from source data

Channels in analysis 52of 52

Quality gate passed for all channels

Signals shifting 5above 3σ

Mean shift from the fixed reference

Data boundary 0model calls

No external model configured

CURRENT WINDOW

Signal deviations

Sample 400 / 960

Each line shows one channel’s readings relative to its own reference average. 0 is the reference average; +3σ is three reference standard deviations above it.

The shaded band is −3σ to +3σ. It is a comparison range, not a safety limit. The horizontal axis is the sample number, not elapsed time.

What are these channels?

The source uses xmeas for measurement channels and xmv for possible control inputs. Their physical identities and units have not been verified, so we cannot label them as temperature, pressure, or a particular valve.

The chart selects the three largest mean shifts among usable channels, plus the first excluded channel when present. This selection can change during replay; each channel keeps its color and line pattern.

Channels shown
Control-input candidate 3
xmv_3Latest: +17.2σ

Reference average: 24.676 · source units unknown

Measurement channel 1
xmeas_1Latest: +17.2σ

Reference average: 0.251 · source units unknown

Measurement channel 4
xmeas_4Latest: -7.2σ

Reference average: 9.348 · source units unknown

Lines may overlap when channels move together. Use Isolate to follow one channel; hiding a line does not change the diagnosis.

-24σ-12σ+12σ+24σMeasurement channel 1 (xmeas_1)Control-input candidate 3 (xmv_3)Measurement channel 4 (xmeas_4)0240480720960
Readings shown without clipping · gaps mean missing dataSample number →
400
SignalMean shiftContributionData quality
Continuous measurement candidate16.2σabove reference
Trusted
Continuous measurement candidate16.2σabove reference
Trusted
Continuous measurement candidate8.0σbelow reference
Trusted
Continuous measurement candidate3.8σbelow reference
Trusted
Slow response / control candidate3.1σabove reference
Trusted
Replay details

View the source annotations or a summary of this analysis.

WITNESS / BUILT FOR NORRIN · AALTOAI 2026Operator review required before taking action.