A study of gross error detection and data reconciliation

Iterative measurement test (IMT) method is a effective method to detect gross errors of chemical process. But under the condition that measurement errors of process variable are correlated, the ZMT method´s power of correctly detect variable in gross error decrease. The situation when there is one gross error is studied, and therefore a modified IMT is introduced which can increase the power of correctly identifying variable.