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Jacob Nilsson
Jacob Nilsson

Jacob Nilsson

PhD Student
Luleå University of Technology
Cyber-Physical Systems
Embedded Internet Systems Lab
Teknologkåren, Department of Computer Science, Electrical and Space Engineering
jacob.nilsson@ltu.se
+46 (0)920 493867
A2312 Luleå

Research

My research focuses on enabling interoperability in systems of systems, specifically dynamic interoperability of messages, sometimes called semantic interoperability. I am currently investigating the approaches to combine modern machine learning techniques with metadata.

Current Projects

- Arrowhead Tools

Past Projects

- Productive 4.0

Teaching

- TA in Electric Circuit Theory (E0003E).
- TA in IoT-based industrial automation and digitalization (D7042E).

Other

Member of the board of the PhD Association 2020-2021 as a member of the Research Education Group.

Contact me

 

Publications

Conference paper

Autoencoder Alignment Approach to Run-Time Interoperability for System of Systems Engineering (2020)

Nilsson. J, Delsing. J, Sandin. F
Part of: IEEE 24th International Conference on Intelligent Engineering Systems, Proceedings, s. 139-144, IEEE, 2020
Conference paper

Interoperability and machine-to-machine translation model with mappings to machine learning tasks (2019)

Nilsson. J, Sandin. F, Delsing. J
Part of: 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), s. 284-289, IEEE, 2019
Conference paper

Interoperability automation considered as machine learning tasks (2019)

Nilsson. J, Sandin. F, Delsing. J
Paper presented at : 2nd Productive4.0 Consortium Conference, 12-14 March, 2019, Budapest, Hungary
Licentiate thesis, comprehensive summary

System of Systems Interoperability Machine Learning Model (2019)

Nilsson. J
Conference paper

Semantic Interoperability in Industry 4.0 (2018)

Survey of Recent Developments and Outlook
Nilsson. J, Sandin. F
Part of: 2018 IEEE 16th International Conference on Industrial Informatics (INDIN), s. 127-132, IEEE, 2018, 8471971