CUSUM chart is the cumulative sum control chart that accumulates deviations from target to amplify detection of small persistent shifts - it converts subtle bias into visible trend changes for early intervention.
What Is CUSUM chart?
- Definition: Chart that sequentially sums signed deviations of observations from a reference value.
- Signal Behavior: Stable process shows near-flat cumulative path, while shifted process creates sustained slope.
- Sensitivity Profile: Very strong at detecting small and moderate sustained mean changes.
- Configuration Factors: Decision interval and reference value determine detection speed and false-alarm rate.
Why CUSUM chart Matters
- Early Bias Detection: Captures weak but persistent offsets that Shewhart limits may miss.
- Excursion Prevention: Enables corrective action before cumulative quality impact becomes significant.
- Diagnostic Clarity: Slope direction indicates shift direction and persistence.
- High-Value Processes: Especially useful where small offsets have large yield or reliability impact.
- Continuous Improvement: Supports tracking of incremental process centering efforts.
How It Is Used in Practice
- Parameter Calibration: Tune reference and decision interval using historical process behavior.
- Operational Integration: Use CUSUM alarms in OCAP with clearly defined escalation steps.
- Dual-Chart Strategy: Combine with Shewhart charts for broad detection across shift magnitudes.
CUSUM chart is a high-sensitivity SPC method for persistent small-shift control - cumulative logic provides strong early warning where traditional point-based charts are less responsive.
cusum chartcusumspc
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