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Publikationer

Artikel i tidskrift

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
Artikel i tidskrift

A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges (2023)

Kleyko. D, Rachkovskij. D, Osipov. E, Rahimi. A
ACM Computing Surveys, Vol. 55, nr. 9
Artikel i tidskrift

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
Artikel i tidskrift

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, Vol. 11, s. 4633-4644
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel i tidskrift

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
Artikel, forskningsöversikt

A Review of Reinforcement Learning Applications to Control of Heating, Ventilation and Air Conditioning Systems (2022)

Sierla. S, Ihasalo. H, Vyatkin. V
Ingår i: Energies
Konferensbidrag

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.
Ingår i: 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), s. 454-461, IEEE, 2022
Artikel, forskningsöversikt

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

Sierla. S, Pourakbari-Kasmaei. M, Vyatkin. V
Ingår i: Automation in Construction
Konferensbidrag

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
Ingår i: 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2022