Tommi Karhela

Project Specialist
Project Specialist
T410 Dept. Electrical Engineering and Automation
Full researcher profile
https://research.aalto.fi/...
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