An early warning system for vehicle related quality data

被引：0
|
作者：
Grabert, M
Prechtel, M
Hrycej, T
Günther, W
机构：
来源：
ADVANCES IN DATA MINING: APPLICATIONS IN IMAGE MINING, MEDICINE AND BIOTECHNOLOGY, MANAGEMENT AND ENVIRONMENTAL CONTROL, AND TELECOMMUNICATIONS | 2004年 / 3275卷
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D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Vehicle production audit tests, warranty claims and car control unit data are stored in a central data warehouse for data mining analysis. Neural network based part failure rate estimations, adjusted for mileage and seasonality, are used for monitoring warranty claims. Association and sequence analysis connect production audit data, car control unit data and warranty claims for an early detection of quality changes both in production state and car field usage. Calculations are performed via grid computing.
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收藏
页码：88 / 95
页数：8
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