方法对比
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| 多响应响应面法× | 质量功能展开× | |
|---|---|---|
| 领域 | 实验设计 | 实验设计 |
| 方法族 | Process / pipeline | Process / pipeline |
| 起源年份≠ | 1980 (Derringer & Suich desirability function); RSM roots ~1951 (Box & Wilson) | 1966 (Japan); popularised in the West ~1988 |
| 提出者≠ | Derringer & Suich (desirability function approach); Myers & Montgomery (RSM framework) | Yoji Akao |
| 类型≠ | Experimental optimization technique | Structured quality planning and product design method |
| 开创性文献≠ | Derringer, G., & Suich, R. (1980). Simultaneous optimization of several response variables. Journal of Quality Technology, 12(4), 214–219. DOI ↗ | Akao, Y. (Ed.). (1990). Quality Function Deployment: Integrating Customer Requirements into Product Design. Productivity Press. ISBN: 978-0915299416 |
| 别名 | Multi-response RSM, MRSM, Multi-objective RSM, Multiple response optimization | QFD, House of Quality, customer-driven engineering, voice of the customer matrix |
| 相关≠ | 6 | 4 |
| 摘要≠ | Multi-response Response Surface Methodology (MRSM) extends classical RSM to situations where an experiment generates two or more response variables that must be optimized simultaneously. Rather than tuning factor settings for a single output, MRSM fits a separate second-order polynomial model for each response, then combines them — most commonly via Derringer and Suich's desirability function — to find factor settings that satisfy all objectives at once. | Quality Function Deployment (QFD) is a structured method for translating customer needs — the voice of the customer — into specific technical requirements at every stage of product or service development. Originating in Japan in the 1960s, QFD uses a matrix-based tool called the House of Quality to make customer priorities visible, link them to engineering parameters, expose trade-offs, and maintain focus on what customers actually value throughout the design process. |
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