Matti Vilkko
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
Projects
Project links
Latest publications
Activated sludge model no. 1 calibration for a paper mill wastewater treatment plant in Finland
Ahmed, H. & Vilkko, M., 2024, In: Case Studies in Chemical and Environmental Engineering. 9, 100610.Research output: Contribution to journal › Article › Scientific › peer-review
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).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Evaluating Performance of Hierarchical Scheduling Frameworks for Varying Matte Grades in Copper Smelting Process
Ahmed, H. & Vilkko, M., Jan 2024, In: Computer Aided Chemical Engineering. 53, p. 1561-1566 6 p.Research output: Contribution to journal › Article › Scientific › peer-review
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, In: Rakenteiden mekaniikka. 57, 3, p. 80-98 19 p.Research output: Contribution to journal › Article › Scientific › peer-review
Impacts of EU Regulation on Green Hydrogen Production and Storage Capacity Design and Operation
Majanne, Y., Vilhonen, V., Repo, S. & Vilkko, M., 1 Jul 2024, 12th IFAC Symposium on Control of Power and Energy Systems - CPES 2024: Rabat, Morocco, July 10-12, 2024. 13 ed. IFAC, Vol. 58. p. 745-750 6 p. (IFAC-PapersOnLine).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Integration of Power to X Economy in Existing Energy System - Case Finland
Majanne, Y., Vilhonen, V., Virtanen, A., Repo, S. & Vilkko, M., 1 Jul 2024, 12th IFAC Symposium on Control of Power and Energy Systems - CPES 2024: Rabat, Morocco, July 10-12, 2024. 13 ed. IFAC, Vol. 58. p. 739-744 6 p. (IFAC-PapersOnLine).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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 Jun 2023.Research output: Other conference contribution › Poster › Scientific
Activated Sludge Model No. 1 Calibration for a Paper Mill Wastewater Treatment Plant
Ahmed, H. & Vilkko, M., 11 Sept 2023.Research output: Other conference contribution › Poster › Scientific
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 AutomaatioseuraResearch output: Chapter in Book/Report/Conference proceeding › Conference contribution › Professional
Coordination strategy based on hard-heuristics and price-updating scheme for copper smelting process
Ahmed, H. & Vilkko, M., May 2023, In: Computers and Chemical Engineering. 173, 108198.Research output: Contribution to journal › Article › Scientific › peer-review