1. Intelligent data verification in energy management information systems.
- Author
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Redkina, M. A., Bukhanov, D. G., Kharitonov, S. V., Koshlich, Yu. A., Sadullozoda, Shahriyor, and Gibadullin, Arthur
- Subjects
ENERGY management ,INFORMATION resources management ,MANAGEMENT information systems ,PROBLEM solving - Abstract
The article deals with the main tasks of energy management systems, as well as automation of the processes of energy management systems. The problem of intellectual verification of data entered by users in the energy declarations of buildings is considered. To solve the problem, a multilayer binary classifier was developed. The paper presents the results of testing the effectiveness of the developed classifier, as well as data on the training of such a classifier. The data set is described, as well as the results of testing the classifier. An assessment of the classification of the developed approach was made. The classification accuracy was 99.7%. A scheme for the implementation of the developed classifier is proposed. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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