Information Technologies in Industrial Automation

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. Our work contributes towards the following SDG(s):

Udayanto Atmojo
- Information Technologies in Industrial Automation - Staff Scientist
- Department of Electrical Engineering and Automation - Staff Scientist
Person: Other teaching and research staff
20132023
Mohammad Azangoo
- Department of Electrical Engineering and Automation - Doctoral Researcher
- Information Technologies in Industrial Automation - Doctoral Researcher
- School common, ELEC
Person: Doctoral students, Doctoral Student
20192022
Ronal Bejarano Rodriguez
- Information Technologies in Industrial Automation - Visitor (Doctoral Researcher)
- Department of Electrical Engineering and Automation - Visitor (Doctoral Researcher)
- School common, ELEC
Person: Doctoral Student , Visiting Scholar
20202021

9 Finished

SEARCH: Safety and security assessment of overall I&C architectures
Vyatkin, V., Buzhinskii, I. & Ovsiannikova, P.
13/03/2019 → 31/01/2020
Project: Other external funding: Other government funding
AncillaryAI: AI Based Electricity Demand Response Market Predictor
Vyatkin, V., Sierla, S., Giovanelli, C. & Hölttä, T.
01/08/2018 → 31/03/2019
Project: Business Finland: Other research funding
SAUNA: Integrated safety assessment and justification of nuclear power plant automation
Vyatkin, V. & Buzhinskii, I.
08/03/2018 → 31/01/2019
Project: Other external funding: Other government funding

220 Conference contribution
82 Article
8 Review Article
4 Chapter
More

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

Open Access
File
Artificial Intelligence for Electric Vehicle Infrastructure: Demand Profiling, Data Augmentation, Demand Forecasting, Demand Explainability and Charge Optimisation
Sumanasena, V., Gunasekara, L., Kahawala, S., Mills, N., De Silva, D., Jalili, M., Sierla, S. & Jennings, A., Mar 2023, In: Energies. 16, 5, 18 p., 2245.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
24 Downloads (Pure)
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 Access
File
73 Downloads (Pure)

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
DOI: 10.5281/zenodo.4706065
Dataset
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

FIRST+ Programme Scholarship
Kolesnikov, Mikhail (Recipient), 21 Sept 2020
Prize: Award or honor granted for a specific work
Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2018-2019
Sierla, Seppo (Recipient), 2019
Prize: Award or honor granted for a specific work
Recognition award for the School of Electrical Engineering Bachelor Program for the academic year 2019-2020
Sierla, Seppo (Recipient), 2020
Prize: Award or honor granted for a specific work

9 Hosting an academic visitor
4 Membership of a scientific or program committee of a conference or seminar
4 Visiting an external academic institution
3 Pre-examination of doctoral thesis or acting as opponent to doctoral students or membership of doctoral thesis committee or board
More

IEEE International Symposium on Information Theory
Seppo Sierla (Member)
26 Jun 2022 → 1 Jul 2022
Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar
IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING
Seppo Sierla (Member)
21 Sept 2020 → 24 Sept 2020
Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar
Edge Computing Concept in Industrial Automation: Virtual Distributed PLC
Valeriy Vyatkin (Speaker)
7 Nov 2017
Activity: Talk or presentation types › Invited academic talk

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
New Engineering Findings from Department of Information Technology Described (Using a Digital Twin as the Objective Function for Evolutionary Algorithm Applications in Large Scale Industrial Processes)
Tommi Karhela
23/03/2023
1 item of Media coverage
Press/Media: Media appearance
Researchers from Department of Computer Science Describe Research in Engineering (Automatic Generation of Data Centre Digital Twins for Virtual Commissioning of Their Automation Systems)
Valeriy Vyatkin
07/02/2023
1 item of Media coverage
Press/Media: Media appearance