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Biểu đồ kiểm soát hỗ trợ mô phỏng×Phân tích năng lực quy trình (Cp, Cpk)×
Lĩnh vựcThiết kế thí nghiệmThống kê
HọProcess / pipelineProcess / pipeline
Năm ra đời1920s (control charts); simulation integration from 1980s–1990s1986
Người khởi xướngWalter A. Shewhart (control charts); simulation integration developed through work of W.H. Woodall, D.C. Montgomery and collaboratorsVictor Kane
LoạiHybrid quality monitoring methodQuantitative process evaluation index
Công trình gốcWoodall, W. H., & Montgomery, D. C. (1999). Research issues and ideas in statistical process control. Journal of Quality Technology, 31(4), 376–386. DOI ↗Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗
Tên gọi khácsimulation-based SPC, Monte Carlo control chart design, simulation-enhanced SPC, virtual control chartProcess Capability Indices, Capability Study, Süreç Yeterlilik Analizi, Process Performance Analysis
Liên quan62
Tóm tắtSimulation-assisted control chart integrates Monte Carlo or discrete-event simulation with traditional Shewhart-type control charting to design, validate, and optimize chart parameters before deployment on a real process. Rather than relying solely on assumed distributional forms, the practitioner builds a simulation model of the process, generates virtual data under in-control and out-of-control scenarios, and uses these runs to calibrate control limits, estimate average run length (ARL), and stress-test chart sensitivity — all without interrupting production.Process Capability Analysis quantifies how well a manufacturing or business process produces output within specified tolerance limits. Introduced formally by Victor Kane in 1986, it summarises process spread and centering into dimensionless indices — most notably Cp and Cpk — allowing engineers and quality managers to judge whether a stable process is inherently capable of meeting customer or design specifications consistently.
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ScholarGateSo sánh phương pháp: Simulation-assisted control chart · Process Capability Analysis. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare