Engine-mapping experiments: A two-stage regression approach

被引:27
作者
Holliday, T [1 ]
Lawrance, AJ
Davis, TP
机构
[1] Univ Birmingham, Sch Math & Stat, Birmingham B15 2TT, W Midlands, England
[2] Ford Werke AG, John Andrews Entwicklungszentrum, D-50742 Cologne, Germany
关键词
engine mapping; nonlinear; repeated measures; two-stage models;
D O I
10.2307/1270646
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Engine mapping is the term used in the automotive industry when modeling engine outputs; the current methods offer considerable scope for improvement. The engineering problem and the present approach are described in some detail as necessary background. A two-stage modeling approach is presented and demonstrated on a small dataset designed and collected from an engine during the course of the work.
引用
收藏
页码:120 / 126
页数:7
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