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Registration Number

0218U100072, 0117U003393 , R & D reports

Title

Means of the intellectual analysis of the monitoring data on the state of the air in the framework of reducing the man-caused impact of energy objects on the environment

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Head

Yatsyshyn Andrii V., Доктор технічних наук

Registration Date

26-12-2018

Organization

Pukhov Institute for Modelling in Energy Engineering National Academy of Sciences of Ukraine

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The work out the structure and features of the data of the network of monitoring of the state of atmospheric air (MSAA). The existing tools of the intellectual analysis of data of the network of the MSAA network are investigated, their main advantages and disadvantages are determined. The database of software for intelligent analysis of data of the network of the MSAA network has been improved. The choice of development environment has been made and the general architecture of the relevant software tools has been proposed. The possibility of adaptation and improvement of some of the most widely used algorithms for data mining intelligence: C4.5, K-means, SVM, Apriori, EM, PageRank, AdaBoost, kNN, naive class bays, CART, etc. for data analysis tasks MSAA network in the framework of reducing the technogenic impact of energy objects on the environment. A number of methods for analyzing MSAA data within the AISEEM system have been implemented. A series of experiments on their practical use has been conducted.

Product Description

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2020-04-02