Abstract
The paper presents the methodology of the pre-processing of the industrial data (measurements) collected from the copper flash smelting process (Kusiak, 2009). The application of data filtering and the cleaning method for the needs of the exploratory data analysis and modelling has been discussed. The influence of the appropriate data preparation on the quality of the developed model of the considered process has also been presented.