Deoyin · PAM
Process Anomaly Monitor
mRNA-7841
Reset
Inject anomaly
CUSUM
Drift detect
EWMA
Weighted avg
Hotelling T²
Multivariate
PCA
Dim. reduction
Monte Carlo
Yield sim.
Bayesian
Changepoint
CUSUM
— accumulates deviations from target to detect small sustained drifts. Industry standard for pharma SPC (ICH Q10). C⁺/C⁻ statistics breach decision interval H to flag out-of-control state.
Detection score
—
CUSUM · C⁺/C⁻
Alerts fired
0
This session
False positive rate
0%
Suppressed by tuning
Active model
CUSUM
Pharma SPC · ICH Q10
Signal stream
Nominal
Parameter
Encapsulation temp (°C)
LNP pH
Particle size (nm)
Encapsulation eff. (%)
H interval
3.0
Alert log
0 events
Time
Param
Score
Sev.
No alerts — system nominal
Signal weights
CUSUM
Decision interval H
Tight
Wide
3.0
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Deoyin and Company LLC · PAM v1 · ICH Q10