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シミュレーション支援プロセス能力解析×統計的プロセス管理×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1980s–1990s (mature practice by mid-1990s)1924–1931
提唱者Developed through integration of Monte Carlo simulation with classical capability indices (Juran, Kane, Kotz and colleagues)Walter A. Shewhart
種類Quantitative engineering quality methodProcess monitoring and quality control method
原典Kotz, 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
別名Monte Carlo process capability, simulation-based Cpk analysis, stochastic capability analysis, virtual process capability studySPC, statistical quality control, process control charting, Shewhart control
関連66
概要Simulation-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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ScholarGate手法を比較: Simulation-assisted process capability analysis · Statistical Process Control. 2026-06-15に以下より取得 https://scholargate.app/ja/compare