Publications

Article in journal

A Cloud-Based Decision Support System for Self-Healing in Distributed Automation Systems Using Fault Tree Analysis (2018)

Dai. W, Riliskis. L, Wang. P, Vyatkin. V, Guan. X
IEEE Transactions on Industrial Informatics, ISSN: 1551-3203, Vol. 14, nr. 3, s. 989-1000
Article in journal

A Comprehensive Model of Data Center (2018)

from CPU to Cooling Tower
Zhabelova. G, Vesterlund. M, Eschmann. S, Berezovskaya. Y, Vyatkin. V, Flieller. D
IEEE Access
Article in journal

A Theory of Sequence Indexing and Working Memory in Recurrent Neural Networks (2018)

Frady. E, Kleyko. D, Sommer. F
Neural Computation, ISSN: 0899-7667, Vol. 30, nr. 6, s. 1449-1513
Article in journal

An Integrated Implementation Methodology of a Lifecycle-Wide Tracking Simulation Architecture (2018)

Santillán Martínez. G, Karhela. T, Ruusu. R, Sierla. S, Vyatkin. V
IEEE Access, Vol. 6, s. 15391-15407
Article in journal

Automatic assembly planning based on digital product descriptions (2018)

Sierla. S, Kyrki. V, Aarnio. P, Vyatkin. V
Computers in industry (Print), ISSN: 0166-3615, Vol. 97, s. 34-46
Article in journal

Automatic Generation of a High-Fidelity Dynamic Thermal-hydraulic Process Simulation Model from a 3D Plant Model (2018)

Santillán Martínez. G, Sierla. S, Karhela. T, Lappalainen. J, Vyatkin. V
IEEE Access, Vol. 6, s. 45217-45232
Conference paper

Distributed control architecture for dynamic reconfiguration (2018)

Flexible assembly line case study
Atmojo. U, Gulzar. K, Vyatkin. V, Ma. R, Hopsu. A, Makkonen. H, et al.
Paper presented at : 1st IEEE International Conference on Industrial Cyber-Physical Systems, ICPS 2018, ITMO University Saint Petersburg, Russian Federation, 15-18 May 2018
Article in journal

Exploiting Artificial Neural Networks for the Prediction of Ancillary Energy Market Prices (2018)

Giovanelli. C, Sierla. S, Ryutaro. I, Vyatkin. V
Energies, ISSN: 1996-1073, Vol. 115, nr. 7
Conference paper

From fitness landscape analysis to designing evolutionary algorithms (2018)

the case study in automatic generation of function block applications
Mironovich. V, Buzdalov. M, Vyatkin. V
Part of: GECCO '18, Proceedings of the Genetic and Evolutionary Computation Conference Companion, s. 1902-1905, ACM Digital Library, 2018
Article in journal

Guest Editorial Information Technology in Automation (2018)

Prähofer. H, Vyatkin. V, Zoitl. A
IEEE Transactions on Industrial Informatics, ISSN: 1551-3203, Vol. 14, nr. 6, s. 2745-2747