Title :
Kalman Filter an application in process control
Author :
Camargo, Maria Emilia ; Filho, Walter Priesnitz ; Russo, Suzana Leitão ; Dullius, Angela Isabel dos Santos
Author_Institution :
Post-Grad. Program in Adm., Univ. of Caxias do Sul, Caxias do Sul, Brazil
Abstract :
In this paper, we present in a systematic way an approach to modelling of Kalman Filter in the Statistical Process Control, formulated in state space. The procedure based on the Kalman filter was superior to the classical procedures like Shewhart and CUSUM control charts.
Keywords :
Kalman filters; control charts; state-space methods; statistical analysis; statistical process control; CUSUM control chart; Kalman filter; Shewhart control chart; process control; state space; statistical process control; Bayesian methods; Biological system modeling; Equations; Forecasting; Kalman filters; Mathematical model; Yttrium; kalman filter; state space; state vector; time series;
Conference_Titel :
Computers and Industrial Engineering (CIE), 2010 40th International Conference on
Conference_Location :
Awaji
Print_ISBN :
978-1-4244-7295-6
DOI :
10.1109/ICCIE.2010.5668226
