Methods of Data Analysis for Use in Intelligent Support Systems for Solving Problems of Processing Monitoring Data for Chemically Hazardous Objects

Abstract

The paper is devoted to the analysis of methods for processing data for monitoring pollution of potentially hazardous objects, primarily, chemical ones. Since the monitoring of chemically hazardous objects has its own specifics, the paper presents the main goals and principles of performing this monitoring, the features of the data obtained and the requirements for research methods that must be taken into account when organizing their collection, processing and storage. For the purpose of a unified understanding of the provisions of the work, the systematization of information processing methods is carried out, their brief description is given. For a more visual presentation, a graphical representation of the methods of qualitative, quantitative and geoinformation analysis, intellectual analysis of processing methods using the spatial aspect is provided. On the basis of the analytical review, the advantages and disadvantages of the considered groups of methods are formulated, and their prioritization is carried out in relation to the specifics of processing data for monitoring chemically hazardous objects. The general conclusions of the paper take into account the results of the research made by the authors on the processing of data for monitoring pollution of chemically hazardous objects. It is shown that the use of the above methods will allow us to develop systems to support the solution of monitoring information processing tasks that can quickly process large amounts of data while maintaining high accuracy of the results.