Adaptive Fault Detection for Complex Dynamic Processes Based on JIT Updated Data Set

A novel fault detection technique is proposed to explicitly account for the nonlinear, dynamic, and multimodal problems existed in the practical and complex dynamic processes. Just-in-time (JIT) detection method and k-nearest neighbor (KNN) rule-based statistical process control (SPC) approach are i...

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Bibliographic Details
Main Authors: Jinna Li, Yuan Li, Haibin Yu, Yanhong Xie, Cheng Zhang
Format: Article
Language:English
Published: Wiley 2012-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2012/809243
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