ENSEMBLING OF TIME SERIES FORECASTING MODELS

Svitlana Sumets; Serhii Udovenko; Vadim Shergin; Larysa Chala

doi:10.30888/2709-2267.2026-35-00-003

Authors

Svitlana Sumets Kharkiv National University of Radio Electronics, Kharkiv https://orcid.org/0009-0005-4348-8848
Serhii Udovenko Simon Kuznets Kharkiv National University of Economics https://orcid.org/0000-0001-5945-8647
Vadim Shergin Kharkiv National University of Radio Electronics, Kharkiv https://orcid.org/0000-0002-4388-8180
Larysa Chala Kharkiv National University of Radio Electronics, Kharkiv https://orcid.org/0000-0002-9890-4790

DOI:

https://doi.org/10.30888/2709-2267.2026-35-00-003

Keywords:

information management system decentralization, model decomposition, robust algorithms, local subsystem, model reduction

Abstract

An approach to determining control influences for a decentralized information management system that ensure its robustness to structural disturbances is considered. An algorithm for selecting a suboptimal strategy for forming controls over system objects

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References

Zhang Y.,Wei, W. Decentralized coordination control of PV generators, storage battery, hydrogen production unit and fuel cell in islanded DC microgrid. International Journal of Hydrogen Energy. 2020. Vol. 4., no. 15. pp. 8243–8256.

Udovenko S.G., Zatkhey V.A., Teslenko O.V. Modular system of decentralized processing of richly connected processes for the detection of structural problems // Automation control system and equipment. 2024. No. 180. P. 88-103. DOI: 10.30837/0135-1710.2024.180.088

ENSEMBLING OF TIME SERIES FORECASTING MODELS

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