Forecasting complex multi-component time series within systems designed to detect anomalies in dataflows of industrial automated systems

Author:

Ragozin A. N.1,Telezhkin V. F.1,Podkorytov P. S.1

Affiliation:

1. The South-Ural State University, Chelyabinsk, Russia

Publisher

ACM Press

Reference22 articles.

1. A. Belyayev, S. Petrenko. Anomaly Detection Systems: New Information Security Concepts --- M.: "Ekspress-Elektronika", No. 2, 2004, pp. 36--54.

2. A. Ragozin, V.Telezhkin, P.Podkorytov. Prediction of Aggregate Multicomponent Time Series in Industrial Automated Systems Using Neural Network, Lecture Notes in Engineering and Computer Science: Proceedings of The International MultiConference of Engineers and Computer Scientists 2019, 13--15 March, 2019, Hong Kong, pp17--19.

3. I. S. Kobersi and V. V. Shadrina, "Use of neural networks for energy management," Izvestiya SFedU. Engineering sciences, no. 7 (84), pp. 190--195.

4. V. N. Zuyeva and D. A. Trukhan, "Regression methods for predicting the load schedule of electrical equipment of enterprises, organizations and institutions: monograph," Kuban State Technological University. Krasnodar: KubSTU, 2017, pp. 123--135.

5. A. P. Shuravin and S. V. Vologdin, "Filtering input data of neural network using digital signal processing technologies," Bulletin of Kalashnikov ISTU, no. 4, pp. 104--109, 2017.

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