Projects per year
Personal profile
Expertise area
Specialist in numerical modeling and developing the numerical methods. Especially interested in electromagnetic, multi-physical and data-based modeling and different electromagnetic and electrical powertrain applications.
Applications: Electrical machines, electrical powertrains, electrical vehicles, electromechanics, electromagnetic actuators, transformers, magnetic levitation, induction heating, induction charging, EV charging, etc.
Numerical computation, developing numerical methods, applied mathematics, electromagnetics, electrical machines, electrical powertrains, application of machine learning.
Education/Academic qualification
Doctorate, Tampere University of Technology (TUT)
Award Date: 11 Mar 2011
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REFLECTIVE: Reconfigurable Light Electric Vehicle
Pippuri-Mäkeläinen, J., Keränen, J. S. & Farzam Far, M.
1/02/21 → 31/01/24
Project: EU project
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Arrowhead Tools: Arrowhead Tools for Engineering of Digitalisation Solutions
Halme, J., Keränen, J. S., Tahkola, M., Pippuri-Mäkeläinen, J. & Farzam Far, M.
1/05/19 → 31/07/22
Project: EU project
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Integrated Modular Distributed Drivetrain for Electric & Hybrid Vehicles project
Brace, W., Pihlatie, M., Farzam Far, M., Haavisto, J., Keränen, J. S., Manninen, A., Andersson, P., Pippuri-Mäkeläinen, J., Ronkainen, H., Rantala, S. & Ranta, M.
1/11/17 → 31/03/21
Project: EU project
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Structural Topology Optimization of High-Speed Permanent Magnet Machine Rotor
Manninen, A., Keränen, J., Pippuri-Mäkeläinen, J., Miljavec, D., Čorović, S., Alič, A., Rupnik, U., Farzam Far, M. & Avikainen, T., 23 Aug 2020, 2020 International Conference on Electrical Machines, ICEM. IEEE Institute of Electrical and Electronic Engineers, p. 1814-1819 9270686Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
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Surrogate modeling of a permanent magnet synchronous machine finite element models based on artificial neural networks
Tahkola, M., Keränen, J., Sedov, D., Farzam Far, M. & Kortelainen, J., 26 Nov 2020.Research output: Contribution to conference › Conference Poster › Scientific
Open AccessFile19 Downloads (Pure) -
Surrogate Modeling of Electrical Machine Torque Using Artificial Neural Networks
Tahkola, M., Keränen, J., Sedov, D., Farzam Far, M. & Kortelainen, J., 7 Dec 2020, In: IEEE Access. 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile1 Citation (Scopus)28 Downloads (Pure) -
Impact of Topology Optimization Problem Setup on Switched Reluctance Machine Design
Manninen, A., Keränen, J., Pippuri-Mäkeläinen, J., Riipinen, T., Metsä-Kortelainen, S. & Lindroos, T., Jul 2019, 2019 22nd International Conference on the Computation of Electromagnetic Fields (COMPUMAG). IEEE Institute of Electrical and Electronic Engineers, 9032826Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review
2 Citations (Scopus) -
Properties of soft magnetic Fe-Co-V alloy produced by laser powder bed fusion
Riipinen, T., Metsä-Kortelainen, S., Lindroos, T., Keränen, J., Manninen, A. & Pippuri-Mäkeläinen, J., 13 May 2019, In: Rapid Prototyping Journal. 25, 4, p. 699-707 9 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access19 Citations (Scopus)