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Publications

Article in journal

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations (2023)

Kleyko. D, Rachkovskij. D, Osipov. E, Rahimi. A
ACM Computing Surveys, Vol. 55, nr. 6
Article in journal

Automatic Generation of Charging Point's Digital Twin for Virtual Commissioning of Their Automation Systems (2023)

Galkin. N, Yang. C, Vyatkin. V
IEEE Open Journal of the Industrial Electronics Society, Vol. 4, s. 14-26
Article in journal

Automatic Generation of Data centre Digital Twins for Virtual Commissioning of their Automation Systems (2023)

Galkin. N, Ruchkin. M, Vyatkin. V, Yang. C, Dubinin. V
IEEE Access
Article in journal

A Generic Framework for the Definition of Key Performance Indicators for Smart Energy Systems at Different Scales (2022)

Efkarpidis. N, Goranovic. A, Yang. C, Geidl. M, Herbst. I, Wilker. S, et al.
Energies, Vol. 15, nr. 4
Article in journal

A Linear System Output Transformation for Sparse Approximation* (2022)

Tyshchuk. O, Desiateryk. O, Volkov. O, Revunova. E, Rachkovskij. D
Cybernetics and Systems Analysis, Vol. 58, nr. 5, s. 840-850
Article in journal

A methodology for generating a digital twin for process industry: a case study of a fiber processing pilot plant (2022)

Azangoo. M, Sorsamäki. L, Sierla. S, Mätäsniemi. T, Rantala. M, Rainio. K, et al.
IEEE Access, Vol. 10, s. 58787-58810
Conference paper

A Robust KPI Framework for Smart Energy Systems of Different Scales (2022)

Efkarpidis. N, Geidl. M, Yang. C, Goranović. A, Wilker. S, Sauter. T, et al.
Part of: 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), s. 454-461, IEEE, 2022
Article, review/survey

A taxonomy of machine learning applications for virtual power plants and home/building energy management systems (2022)

Sierla. S, Pourakbari-Kasmaei. M, Vyatkin. V
Part of: Automation in Construction
Conference paper

An interactive learning approach on digital twin for deriving the controller logic in IEC 61499 standard (2022)

Xavier. M, Dubinin. V, Patil. S, Vyatkin. V
Part of: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2022
Article in journal

Bidding a Battery on Electricity Markets and Minimizing Battery Aging Costs: A Reinforcement Learning Approach (2022)

Aaltonen. H, Sierla. S, Kyrki. V, Pourakbari-Kasmaei. M, Vyatkin. V
Energies, Vol. 15, nr. 14
Conference paper

Demand Response in Distributed Energy Systems of Systems Using Local-Cloud: An Approach towards Net-Zero Emissions (2022)

Javed. S, Tripathy. A, van Deventer. J, Paniagua. C, Patil. S, Delsing. J
Part of: 8th International Conference on Smart Energy Systems13-14 September 2022, Book of Abstracts, s. 59-60, Aalborg Universitetsforlag, 2022