Process / pipelineEngineering methods
Risk-based Control Chart — Economic Design of Statistical Process Control
A risk-based control chart extends the classical Shewhart control chart by explicitly incorporating the costs and probabilities of two error types — false alarms (Type I) and missed shifts (Type II) — along with sampling costs, into the design of chart parameters. Rather than using arbitrary 3-sigma limits, the method selects sample size, sampling interval, and control limits to minimise the total expected cost or risk of operating the monitoring scheme.
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Sources
- Lorenzen, T. J., & Vance, L. C. (1986). The economic design of control charts: A unified approach. Technometrics, 28(1), 3–10. DOI: 10.1080/00401706.1986.10488092 ↗
- Duncan, A. J. (1956). The economic design of X̄ charts used to maintain current control of a process. Journal of the American Statistical Association, 51(274), 228–242. DOI: 10.1080/01621459.1956.10501322 ↗