Research output per year
Research output per year
Search results
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2024
Adapting Geometry-Based Polygonal Contacts for Simulating Faulty Rolling Bearing Dynamics
Vehviläinen, M., Rahkola, P., Keränen, J., Halme, J., Sopanen, J., Liukkonen, O., Holopainen, A., Tammi, K. & Belahcen, A., Feb 2024, In: Mechanism and Machine Theory. 192, 22 p., 105552.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile8 Citations (Scopus)132 Downloads (Pure) -
Robust Development of Active Learning-based Surrogates for Induction Motor
Keränen, J., Tahkola, M., Råback, P., Gonzalez, A., Mukherjee, V. & Pippuri-Mäkeläinen, J., 1 Mar 2024, In: IEEE Transactions on Magnetics. 60, 3, p. 1-4 4 p., 8201404.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile2 Citations (Scopus)45 Downloads (Pure) -
2022
A Novel Machine Learning-Based Approach for Induction Machine Fault Classifier Development—A Broken Rotor Bar Case Study
Tahkola, M., Szücs, Á., Halme, J., Zeb, A. & Keränen, J., 2 May 2022, In: Energies. 15, 9, 23 p., 3317.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile7 Citations (Scopus)57 Downloads (Pure) -
Transient Modeling of Induction Machine Using Artificial Neural Network Surrogate Models
Tahkola, M., Mukherjee, V. & Keränen, J., 1 Sept 2022, In: IEEE Transactions on Magnetics. 58, 9, 4 p., 7402204.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access6 Citations (Scopus) -
2020
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. 8, p. 220027-220045Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile20 Citations (Scopus)413 Downloads (Pure)