Tommi Karhela
Project Specialist
Project Specialist
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
Email
[email protected]
Phone number
+358405822274
Research groups
- Information Technologies in Industrial Automation, Project Employee
Publications
Deep reinforcement learning for fuel cost optimization in district heating
Jifei Deng, Miro Eklund, Seppo Sierla, Jouni Savolainen, Hannu Niemistö, Tommi Karhela, Valeriy Vyatkin
2023
Sustainable Cities and Society
Using a digital twin as the objective function for evolutionary algorithm applications in large scale industrial processes
Miro Eklund, Seppo Sierla, Hannu Niemisto, Timo Korvola, Jouni Savolainen, Tommi Karhela
2023
IEEE Access
Software-Defined Decentralized Domestic Wastewater Treatment
Cheng Pang, Di Wu, Wenbin Dai, Anna Mikola, Tommi A. Karhela, Valeriy Vyatkin
2020
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, IECON 2020
Applying graph matching techniques to enhance reuse of plant design information
Miia Rantala, Hannu Niemistö, Tommi Karhela, Seppo Sierla, Valeriy Vyatkin
2019
Computers in Industry
Automatic Generation of a Lifecycle Analysis Model from a First Principles Industrial Process Simulation Model
Kashif Gulzar, Reino Ruusu, Seppo Sierla, Pekka Aarnio, Tommi Karhela, Valeriy Vyatkin
2018
Proceedings of the IEEE 16th International Conference on Industrial Informatics, INDIN 2018
An Integrated Implementation Methodology of a Lifecycle-wide Tracking Simulation Architecture
G. Santillan Martinez, T. Karhela, R. Ruusu, S. Sierla, V. Vyatkin
2018
IEEE Access
Automatic Generation of a High-Fidelity Dynamic Thermal-hydraulic Process Simulation Model from a 3D Plant Model
Gerardo Santillán Martínez, Seppo Sierla, Tommi Karhela, Jari Lappalainen, Valeriy Vyatkin
2018
IEEE Access
Automatic Generation of a Simulation-based Digital Twin of an Industrial Process Plant
Gerardo Santillán Martínez, Seppo Sierla, Tommi Karhela, Valeriy Vyatkin
2018
Proceedings of the 44th Annual Conference of the IEEE Industrial Electronics Society, IECON 2018
Sliding mode SISO control of model parameters for implicit dynamic feedback estimation of industrial tracking simulation systems
Ruusu Reino, Gerardo Santillán Martínez, Tommi Karhela, Valeriy Vyatkin
2017
Proceedings of the 43rd Annual Conference of the IEEE Industrial Electronics Society, IECON 2017
Towards a systematic path for dynamic simulation to plant operation
Gerardo Santillán Martínez, Tommi Karhela, Ruusu Reino, Tuomas Lackman, Valeriy Vyatkin
2017
Proceedings of the 43rd Annual Conference of the IEEE Industrial Electronics Society, IECON 2017