发明名称 Abnormal event detection using principal component analysis
摘要 Process control system for detecting abnormal events in a process having one or more independent variables and one or more dependent variables. The system includes a device for measuring values of the one or more independent and dependent variables, a process controller having a predictive model for calculating predicted values of the one or more dependent variables from the measured values of the one or more independent variables, a calculator for calculating residual values for the one or more dependent variables from the difference between the predicted and measured values of the one or more dependent variables, and an analyzer for performing a principal component analysis on the residual values. The process controller is a multivariable predictive control means and the principal component analysis results in the output of one or more scores values, T2 values and Q values.
申请公布号 US8121817(B2) 申请公布日期 2012.02.21
申请号 US20070311785 申请日期 2007.10.16
申请人 LANDELLS KEITH;RAWI ZAID;BP OIL INTERNATIONAL LIMITED 发明人 LANDELLS KEITH;RAWI ZAID
分类号 G05B13/04 主分类号 G05B13/04
代理机构 代理人
主权项
地址