UDC 519.688
APPLICATION OF NUMERICAL METHOD FOR PRELIMINARY DATA PROCESSING FOR ANALYTICAL SYSTEMS IN THE SPHERE OF HOUSING AND UTILITIES
M. G. Kostikov, Lecturer, RSREU, Ryazan, Russia;
orcid.org/0000-0003-4324-8180; This email address is being protected from spambots. You need JavaScript enabled to view it.
The article discusses a method for preliminary preparation of data on the consumption of utility resources for predictive analysis. The specificity of the subject area involves receipt and processing of data from many different sources. The data may contain errors and be inconsistent, not transmitted regularly or not transmitted at all. Unprepared data can lead to failures when used in analytical systems. The aim of the work is to develop an approach that allows, using the example of two key parameters: the volume of consumption and the readings of an individual metering device, to restore true initial data necessary for working with analytical systems. It also provides a comparative analysis of methods for determining the volume of consumption of public services in the absence of meter readings. The results of applying interpolation methods are compared with the results obtained in accordance with accounting rules and with reference values.
Keywords: numerical method, analytical system, extrapolation, data cleaning.