PI
Matti Vilkko
- Professor
- head of unit
- Faculty of Engineering and Natural Sciences
- Tampere University
- +358408332830
- matti.vilkko@tuni.fi
About me
I am professor in control engineering. My research area is industrial processes and operational processes related to them. My research is based on control theory and application of it in my research area. The methods I apply are:
- modelling of dynamic processes, more specifically, creating mathematical models on the basis of first principles and using measurement knowledge,
- the methods of controltheory for estimating the states and parameters of controlled processes using measurement data from processes, and
- methods of control and optimization theories for designing and implementing control solutions using measurement data and state estimates.
I am the head of the Automation and Mechanical Engineering Unit.
Room. K2232
Activated sludge model no. 1 calibration for a paper mill wastewater treatment plant in Finland
Ahmed, H. & Vilkko, M., 2024, julkaisussa: Case Studies in Chemical and Environmental Engineering. 9, 100610.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
A Normal Behavior Model Based on Machine Learning for Wind Turbine Cyber-Attack Detection
Wu, H., Badihi, H., Xue, Y. & Vilkko, M., 2024, 2024 International Workshop on Artificial Intelligence and Machine Learning for Energy Transformation, AIE 2024. IEEE, (2024 International Workshop on Artificial Intelligence and Machine Learning for Energy Transformation, AIE 2024).Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Evaluating Performance of Hierarchical Scheduling Frameworks for Varying Matte Grades in Copper Smelting Process
Ahmed, H. & Vilkko, M., tammik. 2024, julkaisussa: Computer Aided Chemical Engineering. 53, s. 1561-1566 6 SivumääräTutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Extension of paperboard modelling with Föppl-von Kármán terms for improved stress state under suction pressure
Salo, M., Jokinen, J., Vilkko, M. & Kanerva, M., 2024, julkaisussa: Rakenteiden mekaniikka. 57, 3, s. 80-98 19 SivumääräTutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Impacts of EU Regulation on Green Hydrogen Production and Storage Capacity Design and Operation
Majanne, Y., Vilhonen, V., Repo, S. & Vilkko, M., 1 heinäk. 2024, 12th IFAC Symposium on Control of Power and Energy Systems - CPES 2024: Rabat, Morocco, July 10-12, 2024. 13 toim. IFAC, Vuosikerta 58. s. 745-750 6 Sivumäärä (IFAC-PapersOnLine).Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Integration of Power to X Economy in Existing Energy System - Case Finland
Majanne, Y., Vilhonen, V., Virtanen, A., Repo, S. & Vilkko, M., 1 heinäk. 2024, 12th IFAC Symposium on Control of Power and Energy Systems - CPES 2024: Rabat, Morocco, July 10-12, 2024. 13 toim. IFAC, Vuosikerta 58. s. 739-744 6 Sivumäärä (IFAC-PapersOnLine).Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Activated Sludge Model No. 1 Calibration and Data Analysis for a Paper Mill Wastewater Treatment Plant
Ahmed, H., Pörhö, H., Toivonen, E., Räsänen, E., Tomperi, J. & Vilkko, M., 30 kesäk. 2023.Tutkimustuotos: Posteri › Tieteellinen
Activated Sludge Model No. 1 Calibration for a Paper Mill Wastewater Treatment Plant
Ahmed, H. & Vilkko, M., 11 syysk. 2023.Tutkimustuotos: Posteri › Tieteellinen
Communication Approach and Framework for Distributed Path Planning Optimization of Industrial Vehicles
Kannisto, P., Juntunen, T., Heikkilä, R., Vilkko, M. & Hästbacka, D., 2023, Automaatiopäivät 2023: Extended Abstracts. Suomen AutomaatioseuraTutkimustuotos: Konferenssiartikkeli › Ammatillinen
Coordination strategy based on hard-heuristics and price-updating scheme for copper smelting process
Ahmed, H. & Vilkko, M., toukok. 2023, julkaisussa: Computers and Chemical Engineering. 173, 108198.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Co-PIs & emerging PIs
Tomas Björkqvist
- Senior Research Fellow
- Faculty of Engineering and Natural Sciences
- Tampere University
- +358505713037
- tomas.bjorkqvist@tuni.fi
Yrjö Majanne
- Project Manager
- Faculty of Engineering and Natural Sciences
- Tampere University
- +358401981168
- yrjo.majanne@tuni.fi
Hamed Badihi
- Assistant Professor
- Automation Technology and Dependable Systems
- Faculty of Engineering and Natural Sciences
- Tampere University
- +358505695950
- hamed.badihi@tuni.fi
About me
I am an Assistant Professor in Automation Technology and Dependable Systems. I also lead the Dependability and Automation Research in Cyber-Physical Systems (DARES) Group, which is part of the Dependable Systems Cyber Laboratories. My research focuses on critical aspects of condition monitoring, fault-tolerant control, and attack-resilient control, aimed at developing a sustainable and dependable cyber-physical world.
Field of expertise
- Condition monitoring, diagnostics, and prognostics
- Fault-tolerant and attack-resilient control
- Safety and security of industrial control systems
- Cyber-physical-social systems
- Senior Member of Institute of Electrical and Electronics Engineers (SM.IEEE)
- Editor of International Transactions on Electrical Energy Systems, Wiley
- Editor of Advances in Fuzzy Systems, Wiley
- Editor of Processes, MDPI
A Normal Behavior Model Based on Machine Learning for Wind Turbine Cyber-Attack Detection
Wu, H., Badihi, H., Xue, Y. & Vilkko, M., 2024, 2024 International Workshop on Artificial Intelligence and Machine Learning for Energy Transformation, AIE 2024. IEEE, (2024 International Workshop on Artificial Intelligence and Machine Learning for Energy Transformation, AIE 2024).Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Hybrid Fault-Tolerant and Attack-Resilient Cooperative Control in an Offshore Wind Farm
Jadidi, S., Badihi, H. & Zhang, Y., huhtik. 2024, julkaisussa: IEEE Transactions on Sustainable Energy. 15, 2, s. 1365-1379 15 SivumääräTutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Intelligent Fault-Tolerant Active Power Control Using Reinforcement Learning for Offshore Wind Farms
Zhang, X., Badihi, H., Jadidi, S., Yu, Z. & Zhang, Y., 2024, julkaisussa: IEEE Access. 12, s. 83782-83795Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Active Fault-Tolerant and Attack-Resilient Control for a Renewable Microgrid Against Power-Loss Faults and Data Integrity Attacks
Jadidi, S., Badihi, H. & Zhang, Y., 3 lokak. 2023, julkaisussa: IEEE Transactions on Cybernetics.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Design of an intelligent hybrid diagnosis scheme for cyber-physical PV systems at the microgrid level
Jadidi, S., Badihi, H. & Zhang, Y., elok. 2023, julkaisussa: International Journal of Electrical Power and Energy Systems. 150Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Enhancing Hierarchical Fault-Tolerant Cooperative Control in Wind Farms: The Application of Model Predictive Control and Control Reallocation
Jadidi, S., Badihi, H. & Zhang, Y., 2023, 12th IEEE International Conference on Renewable Energy Research and Applications, ICRERA 2023. IEEE, s. 429-434 6 Sivumäärä (IEEE International Conference on Renewable Energy Research and Applications).Tutkimustuotos: Konferenssiartikkeli › Tieteellinen › vertaisarvioitu
Multitarget Normal Behavior Model Based on Heterogeneous Stacked Regressions and Change-Point Detection for Wind Turbine Condition Monitoring
Bilendo, F., Lu, N., Badihi, H., Meyer, A., Cali, Ü. & Cambron, P., 22 marrask. 2023, julkaisussa: IEEE Transactions on Industrial Informatics.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
Smart Cyber-Attack Diagnosis and Mitigation in a Wind Farm Network Operator
Badihi, H., Jadidi, S., Yu, Z., Zhang, Y. & Lu, N., syysk. 2023, julkaisussa: IEEE Transactions on Industrial Informatics. 19, 9Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
A Comprehensive Review on Signal-Based and Model-Based Condition Monitoring of Wind Turbines: Fault Diagnosis and Lifetime Prognosis
Badihi, H., Zhang, Y., Jiang, B., Pillay, P. & Rakheja, S., kesäk. 2022, julkaisussa: Proceedings of the IEEE.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu
A Normal Behavior Model Based on Power Curve and Stacked Regressions for Condition Monitoring of Wind Turbines
Bilendo, F., Badihi, H., Lu, N., Cambron, P. & Jiang, B., 2022, julkaisussa: IEEE Transactions on Instrumentation and Measurement.Tutkimustuotos: Artikkeli › Tieteellinen › vertaisarvioitu