Process / pipelineEngineering methods
Simulation-Assisted Process Capability Analysis
仿真辅助过程能力分析结合了蒙特卡洛模拟与经典的工艺能力指数（Cp、Cpk、Cpm），用于评估在直接测量成本高昂、危险或不切实际的情况下，一个过程能否持续满足规格限。通过将输入分布传播到过程模型中，分析师可以获得模拟的输出分布，并在无需等待实际生产运行的情况下推导出能力指标。该方法在产品设计、过程放大和公差叠加研究中尤其有价值。
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来源
- Kotz, S., & Lovelace, C. R. (1998). Process Capability Indices in Theory and Practice. Arnold. ISBN: 978-0340691281
- Rubinstein, R. Y., & Kroese, D. P. (2016). Simulation and the Monte Carlo Method (3rd ed.). Wiley. ISBN: 978-1118632161
如何引用本页
ScholarGate. (2026, June 3). Simulation-Assisted Process Capability Analysis. ScholarGate. https://scholargate.app/zh/experimental-design/simulation-assisted-process-capability-analysis
Which method?
Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.
- 实验设计实验设计↔ compare
- 蒙特卡洛模拟决策↔ compare
- 过程能力分析 (Cp, Cpk)统计学↔ compare
- 稳健过程能力分析实验设计↔ compare
- 六西格玛 DMAIC质量管理↔ compare
- 统计过程控制实验设计↔ compare