With the information technology applied widely to process industry, a large amount of historical data which could
be used for obtaining the prior probabilities of gross error occurrence is stored in database. To use the historical data
to enhance the efficiency of gross error detection and data reconciliation, a new strategy which includes two steps is
proposed.