Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Valeriy Vyatkin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Application of reinforcement learning for energy consumption optimization of district heating system
Deng, J., Eklund, M., Sierla, S., Savolainen, J., Niemistö, H., Karhela, T. & Vyatkin, V., 31 Aug 2023, 2023 IEEE 32nd International Symposium on Industrial Electronics (ISIE). IEEE, 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Automatic Generation of Data centre Digital Twins for Virtual Commissioning of their Automation Systems
Galkin, N., Ruchkin, M., Vyatkin, V., Yang, C. W. & Dubinin, V., 5 Jan 2023, In: IEEE Access. 11, p. 4633-4644 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile70 Downloads (Pure) -
Mass customization with reinforcement learning: Automatic reconfiguration of a production line
Deng, J., Sierla, S., Sun, J. & Vyatkin, V., Sept 2023, In: Applied Soft Computing. 145, 11 p., 110547.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile5 Downloads (Pure) -
Mechatronic Swarm and its Virtual Commissioning
Lyu, T., Lashchev, A., Patil, S., Atmojo, U. D. & Vyatkin, V., 17 Apr 2023, Proceedings - 2023 IEEE International Conference on Mechatronics, ICM 2023. IEEE, 6 p. (Proceedings - 2023 IEEE International Conference on Mechatronics, ICM 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Offline reinforcement learning for industrial process control: a case study from steel industry
Deng, J., Sierla, S., Sun, J. & Vyatkin, V., Jun 2023, In: Information Sciences (Elsevier). 632, p. 221-231 11 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile20 Downloads (Pure)
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Arrowhead FPVN: Arrowhead Flexible Production Value Networks
01/06/2023 → 31/08/2026
Project: Business Finland: Other research funding
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SEAMLES VYR: SEAMLES –Systems Engineering Approaches for Managing the Life Cycle of I&C Systems VYR
Vyatkin, V. & Ovsiannikova, P.
01/01/2023 → 31/01/2024
Project: Other external funding: Other government funding
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-: Smart Grid 2.0/Vyatkin
Vyatkin, V., Sierla, S., Karhula, N., Lukkarinen, J., Ovsiannikova, P., Suojärvi, L., Pitkenin, A. & Häkkinen, M.
01/09/2022 → 30/09/2024
Project: Business Finland: Strategic centres for science, technology and innovation (SHOK)
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-: ZERO-SWARM/T41010
Vyatkin, V., Lyu, T., Kolesnikov, M. & Atmojo, U.
01/06/2022 → 30/11/2024
Project: EU: Framework programmes funding
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SEARCH4 (VYR): Safety and security assessment of overall I&C architectures, Excellence-hanke (SEARCH4, VYR)
Vyatkin, V. & Ovsiannikova, P.
01/01/2022 → 31/01/2023
Project: Other external funding: Other government funding
Datasets
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A day for a remote controlled AGV: Latency and Troughput over VPN
Bejarano Rodriguez, R. (Creator), Blech, J. (Supervisor), Pääkkönen, R. (Other), Peake, I. (Contributor), Herrmann, P. (Supervisor) & Vyatkin, V. (Supervisor), Zenodo, 21 Apr 2021
Dataset
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Applying Skill-based Engineering using OPC-UA in Production System with Digital Twin
Jhunjhunwala, P. (Creator), Atmojo, U. (Creator) & Vyatkin, V. (Creator), Zenodo, 24 Apr 2021
DOI: 10.5281/zenodo.4717677, https://zenodo.org/record/4717677
Dataset
Activities
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Internet Inspired and Internet Enabled Industrial Automation
Valeriy Vyatkin (Speaker)
16 Aug 2017Activity: Talk or presentation types › Invited academic talk
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IEC61499 - A Paradigm Change in Industrial Control System Architectures
Valeriy Vyatkin (Speaker)
25 Oct 2017Activity: Talk or presentation types › Academic keynote or plenary lecture
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Edge computing concept in Industrial Automation: Virtual Distributed PLC
Valeriy Vyatkin (Speaker)
17 Aug 2017Activity: Talk or presentation types › Academic keynote or plenary lecture
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IEC 61499 - is it outdated, modern or future technology?
Valeriy Vyatkin (Speaker)
29 Aug 2017Activity: Talk or presentation types › Academic keynote or plenary lecture
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Edge Computing Concept in Industrial Automation: Virtual Distributed PLC
Valeriy Vyatkin (Speaker)
7 Nov 2017Activity: Talk or presentation types › Invited academic talk
Press/Media
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Study Findings from Aalto University Provide New Insights into Technology (Offline Reinforcement Learning for Industrial Process Control: a Case From Steel)
Seppo Sierla, Valeriy Vyatkin & Jifei Deng
02/06/2023
1 item of Media coverage
Press/Media: Media appearance
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Researchers from Department of Computer Science Describe Research in Engineering (Automatic Generation of Data Centre Digital Twins for Virtual Commissioning of Their Automation Systems)
07/02/2023
1 item of Media coverage
Press/Media: Media appearance
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Research from Department of Computer Science Yields New Data on Industrial Engineering (Automatic Generation of Charging Point's Digital Twin for Virtual Commissioning of Their Automation Systems)
25/01/2023
1 item of Media coverage
Press/Media: Media appearance
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Study Data from Aalto University Provide New Insights into Mathematics (Reinforcement Learning for Industrial Process Control: a Case Study In Flatness Control In Steel Industry)
Seppo Sierla, Valeriy Vyatkin & Jifei Deng
07/12/2022
1 item of Media coverage
Press/Media: Media appearance
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- Aalto University: Valeriy Vyatkin Becomes Vice-President for Technical Activities at IEEE Industrial Electronics Society (12/8/21)
08/12/2021
1 item of Media coverage
Press/Media: Media appearance