Seppo Sierla
Seppo Sierla
University Lecturer at Aalto University
Verified email at - Homepage
Cited by
Cited by
Adapting an agile manufacturing concept to the reference architecture model industry 4.0: A survey and case study
M Yli-Ojanperä, S Sierla, N Papakonstantinou, V Vyatkin
Journal of industrial information integration 15, 147-160, 2019
An overview of machine learning applications for smart buildings
K Alanne, S Sierla
Sustainable Cities and Society 76, 103445, 2022
Automatic generation of a simulation-based digital twin of an industrial process plant
GS Martinez, S Sierla, T Karhela, V Vyatkin
IECON 2018-44th Annual Conference of the IEEE Industrial Electronics Society …, 2018
Early integration of safety to the mechatronic system design process by the functional failure identification and propagation framework
S Sierla, I Tumer, N Papakonstantinou, K Koskinen, D Jensen
Mechatronics 22 (2), 137-151, 2012
Automatic assembly planning based on digital product descriptions
S Sierla, V Kyrki, P Aarnio, V Vyatkin
Computers in Industry 97, 34-46, 2018
Toward intelligent industrial informatics: A review of current developments and future directions of artificial intelligence in industrial applications
D De Silva, S Sierla, D Alahakoon, E Osipov, X Yu, V Vyatkin
IEEE Industrial Electronics Magazine 14 (2), 57-72, 2020
Roadmap to semi-automatic generation of digital twins for brownfield process plants
S Sierla, M Azangoo, K Rainio, N Papakonstantinou, A Fay, P Honkamaa, ...
Journal of Industrial Information Integration 27, 100282, 2022
Automated fault location and isolation in distribution grids with distributed control and unreliable communication
N Kashyap, CW Yang, S Sierla, PG Flikkema
IEEE Transactions on Industrial Electronics 62 (4), 2612-2619, 2014
Common cause failure analysis of cyber–physical systems situated in constructed environments
S Sierla, BM O’Halloran, T Karhela, N Papakonstantinou, IY Tumer
Research in Engineering Design 24, 375-394, 2013
A migration path to IEC 61499 for the batch process industry
J Peltola, J Christensen, S Sierla, K Koskinen
2007 5th ieee international conference on industrial informatics 2, 811-816, 2007
An Artificial Intelligence framework for bidding optimization with uncertainty in multiple frequency reserve markets
T Kempitiya, S Sierla, D De Silva, M Yli-Ojanperä, D Alahakoon, V Vyatkin
Applied Energy 280, 115918, 2020
Tutorial: road lighting for efficient and safe traffic environments
E Tetri, S Bozorg Chenani, RS Räsänen, H Baumgartner, M Vaaja, ...
Leukos 13 (4), 223-241, 2017
A taxonomy of machine learning applications for virtual power plants and home/building energy management systems
S Sierla, M Pourakbari-Kasmaei, V Vyatkin
Automation in Construction 136, 104174, 2022
Internet of energy approach for sustainable use of electric vehicles as energy storage of prosumer buildings
E Nefedov, S Sierla, V Vyatkin
Energies 11 (8), 2165, 2018
Simulation of interactions and emergent failure behavior during complex system design
N Papakonstantinou, S Sierla, DC Jensen, IY Tumer
Journal of Computing and Information Science in Engineering 12 (3), 031007, 2012
Automatic generation of a high-fidelity dynamic thermal-hydraulic process simulation model from a 3D plant model
GS Martínez, SA Sierla, TA Karhela, J Lappalainen, V Vyatkin
IEEE Access 6, 45217-45232, 2018
Energy efficient traffic-based street lighting automation
E Nefedov, M Maksimainen, S Sierla, P Flikkema, CW Yang, I Kosonen, ...
2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE …, 2014
Capturing interactions and emergent failure behavior in complex engineered systems at multiple scales
N Papakonstantinou, S Sierla, DC Jensen, IY Tumer
International Design Engineering Technical Conferences and Computers and …, 2011
An IEC 61499 based approach for distributed batch process control
K Thramboulidis, S Sierla, N Papakonstantinou, K Koskinen
2007 5th IEEE International Conference on Industrial Informatics 1, 177-182, 2007
From DevOps to MLOps: Overview and application to electricity market forecasting
R Subramanya, S Sierla, V Vyatkin
Applied Sciences 12 (19), 9851, 2022
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