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シミュレーション支援根本原因分析×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1990s–2000s (widespread adoption in engineering reliability contexts)1924–1931
提唱者Evolved from root cause analysis practice (Kepner & Tregoe, 1960s) integrated with simulation methods (1990s–2000s in reliability engineering)Walter A. Shewhart
種類Analytical / diagnostic engineering methodProcess monitoring and quality control method
原典Latino, R. J., & Latino, K. C. (2006). Root Cause Analysis: Improving Performance for Bottom-Line Results (3rd ed.). CRC Press. ISBN: 978-0849338267Shewhart, W. A. (1931). Economic Control of Quality of Manufactured Product. Van Nostrand. ISBN: 978-0873890762
別名Sim-RCA, simulation-based RCA, virtual root cause analysis, computational root cause analysisSPC, statistical quality control, process control charting, Shewhart control
関連66
概要Simulation-assisted root cause analysis (Sim-RCA) integrates computational simulation — such as discrete-event simulation, Monte Carlo methods, or finite-element analysis — into the structured root cause analysis process to diagnose the underlying causes of complex failures or defects. By running virtual experiments on a system model, investigators can test hypothetical causal pathways safely, rapidly, and at scale, without disrupting live operations or waiting for rare failure events to recur.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 root cause analysis · Statistical Process Control. 2026-06-15に以下より取得 https://scholargate.app/ja/compare