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最適化支援型プロセス能力解析×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1986–2000s1924–1931
提唱者V. E. Kane (capability indices, 1986); integrated with optimization frameworks by quality engineering researchers in the 1990s–2000sWalter A. Shewhart
種類Quantitative engineering methodProcess monitoring and quality control method
原典Kane, V. E. (1986). Process capability indices. Journal of Quality Technology, 18(1), 41–52. DOI ↗Shewhart, W. A. (1931). Economic Control of Quality of Manufactured Product. Van Nostrand. ISBN: 978-0873890762
別名OA-PCA, optimization-integrated capability analysis, capability-constrained process optimization, process capability with optimizationSPC, statistical quality control, process control charting, Shewhart control
関連56
概要Optimization-assisted process capability analysis combines classical capability indices (Cp, Cpk, Cpm) with mathematical optimization to identify process parameter settings that simultaneously satisfy engineering specifications and maximize process capability. Rather than simply measuring whether a process is capable, it prescribes the control factor levels — mean, variance, tolerances — that push capability above a target threshold. It is widely applied in manufacturing, chemical processing, and quality engineering contexts where multiple process variables must be tuned jointly.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: Optimization-assisted process capability analysis · Statistical Process Control. 2026-06-15に以下より取得 https://scholargate.app/ja/compare