A Response Surface Methodology for Modeling Time Series Response Data

作者：Storm Scott M; Hill Raymond R^*; Pignatiello Joseph J Jr

来源：Quality and Reliability Engineering International, 2013, 29(5): 771-778.

DOI：10.1002/qre.1427

• response surface methods
• time series modeling
• statistical modeling

This article introduces extensions to classical response surface methods specifically for modeling and exploiting time series response data such as found in aircraft flight test. Classical response surface methods focus on the analysis of discrete response data. In some complex, nonlinear systems, analysts are concerned with the behavior of time series response data. To date, there does not appear to be any formal methods for examining and exploiting these data within a response surface framework. Thus, a mathematical framework is defined and then demonstrated through a sample analysis of empirical flight test data.

• 出版日期2013-7
• 单位中国人民解放军空军电子技术研究所