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Phân tích Năng lực Quy trình Hỗ trợ Mô phỏng×Kiểm soát quá trình bằng thống kê×
Lĩnh vựcThiết kế thí nghiệmThiết kế thí nghiệm
HọProcess / pipelineProcess / pipeline
Năm ra đời1980s–1990s (mature practice by mid-1990s)1924–1931
Người khởi xướngDeveloped through integration of Monte Carlo simulation with classical capability indices (Juran, Kane, Kotz and colleagues)Walter A. Shewhart
LoạiQuantitative engineering quality methodProcess monitoring and quality control method
Công trình gốcKotz, S., & Lovelace, C. R. (1998). Process Capability Indices in Theory and Practice. Arnold. ISBN: 978-0340691281Shewhart, W. A. (1931). Economic Control of Quality of Manufactured Product. Van Nostrand. ISBN: 978-0873890762
Tên gọi khácMonte Carlo process capability, simulation-based Cpk analysis, stochastic capability analysis, virtual process capability studySPC, statistical quality control, process control charting, Shewhart control
Liên quan66
Tóm tắtSimulation-assisted process capability analysis combines Monte Carlo simulation with classical capability indices (Cp, Cpk, Cpm) to evaluate whether a process can consistently meet specification limits when direct measurement is costly, dangerous, or impractical. By propagating input distributions through a process model, the analyst obtains a simulated output distribution and derives capability metrics without waiting for physical production runs. The approach is especially valuable during product design, process scale-up, and tolerance stack-up studies.Statistical Process Control (SPC) is a data-driven quality method that uses statistical techniques — primarily control charts — to monitor a manufacturing or service process over time. By distinguishing natural process variation (common cause) from unusual, actionable variation (special cause), SPC enables practitioners to maintain processes in a stable, predictable state and to detect problems early, before defective output reaches customers.
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ScholarGateSo sánh phương pháp: Simulation-assisted process capability analysis · Statistical Process Control. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare