Time Delay Estimation on COREX Parameters Based on Dynamic Time Warping Method
In order to solve the time delay problem between the process parameters and the quality indicators in the modeling processes, a method of time delay estimation on COREX parameters is proposed based on Dynamic Time Warping (DTW) algorithm. The method solves the problem existing in the conventional methods which demand the number of calculating sample to be same. Taking the real field data from Baosteel COREX-3000 as the research object, the DTW distances between the process parameters and the quality indicators are calculated, and then the delay time is estimated. The real field data are used for verification, the results show that the proposed method can estimate the time daley effectively, and the prediction accuracy of model which used time delay estimation becomes higher. It provides an effective measure for model preprocessing.
Prasad Yarlagadda and Yun-Hae Kim
C. X. Zhao et al., "Time Delay Estimation on COREX Parameters Based on Dynamic Time Warping Method", Applied Mechanics and Materials, Vols. 241-244, pp. 1168-1175, 2013