An adaptive threshold estimation scheme for abrupt changes detection algorithm in a cement rotary kiln
作者:
Highlights:
• The developed adaptive threshold detects with accuracy the occurrence of a real fault.
• False alarms are completely avoided in a cement rotary kiln system.
• The developed technique uses a two dimensional plot for large-sized multivariate data.
• Adaptive thresholding technique based on the computing of confidence regions.
• The confidence region helps overcome difficulties of uncertainties quantification.
摘要
•The developed adaptive threshold detects with accuracy the occurrence of a real fault.•False alarms are completely avoided in a cement rotary kiln system.•The developed technique uses a two dimensional plot for large-sized multivariate data.•Adaptive thresholding technique based on the computing of confidence regions.•The confidence region helps overcome difficulties of uncertainties quantification.
论文关键词:Abrupt changes detection and diagnosis,Adaptive threshold,Cement rotary kiln
论文评审过程:Received 5 November 2012, Revised 17 June 2013, Available online 19 August 2013.
论文官网地址:https://doi.org/10.1016/j.cam.2013.07.039