An advanced diagnostic approach for broken rotor bar detection and classification in DTC controlled induction motors by leveraging dynamic SHAP interaction feature selection (DSHAP-IFS) GBDT methodologyKhan, Muhammad Amir; Asad, Bilal; Vaimann, Toomas; Kallaste, AntsMachines2024 / art. 495 https://doi.org/10.3390/machines12070495 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Determination of heat transfer coefficient from housing surface of a totally enclosed fan-cooled machine during passive coolingShams Ghahfarokhi, Payam; Podgornovs, Andrejs; Kallaste, Ants; Cardoso, Antonio J. Marques; Belahcen, Anouar; Vaimann, Toomas; Asad, Bilal; Tiismus, HansMachines2021 / art. 120 https://doi.org/10.3390/machines9060120 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Electrical and thermal anisotropy in additively manufactured AlSi10Mg and Fe-Si samplesSarap, Martin; Tiismus, Hans; Kallaste, Ants; Saarna, Mart; Kolnes, Märt; Shams Ghahfarokhi, Payam; Vaimann, ToomasMachines2025 / art. 1 https://doi.org/10.3390/machines13010001 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

An experimental methodology for introducing educational robotics and storytelling in therapeutical activities for children with neurodevelopmental disordersPeribanez, Elena; Bayona, Sofia; San Martin, Jose; Verde, Ana; Garre, Carlos; Leoste, Janika; Pastor, LuisMachines2023 / art. 629 https://doi.org/10.3390/machines11060629

Fault detecting accuracy of mechanical damages in rolling bearingsKudelina, Karolina; Baraškova, Tatjana; Shirokova, Veroonika; Vaimann, Toomas; Rassõlkin, AntonMachines2022 / art. 86 https://doi.org/10.3390/machines10020086 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Hairpin windings for electric vehicle motors : modeling and investigation of AC loss-mitigating approachesShams Ghahfarokhi, Payam; Podgornovs, Andrejs; Cardoso, Antonio J. Marques; Kallaste, Ants; Belahcen, Anouar; Vaimann, ToomasMachines2022 / art. 1029 https://doi.org/10.3390/machines10111029 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Improved fault classification and localization in power transmission networks using vae-generated synthetic data and machine learning algorithmsKhan, Muhammad Amir; Asad, Bilal; Vaimann, Toomas; Kallaste, Ants; Pomarnacki, Raimondas; Hyunh, Van KhangMachines2023 / art. 963 https://doi.org/10.3390/machines11100963 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

An Improved Hybrid Lightweight Approach for Bearing Fault Detection and Classification in Three-Phase Squirrel Cage Induction MotorsKhan, Muhammad Amir; Asad, Bilal; Naseer, Muhammad Usman; Vaimann, Toomas; Kallaste, AntsMachines2026 / art. 68 https://doi.org/10.3390/machines14010068

Locked Rotor Fault Analysis in Dual Rotor Wound Field Flux Switching Generator for Counter-Rotating Wind Turbine ApplicationUllah, Wasiq; Khan, Faisal; Akuru, Udochukwu B.; Fatima, MehrozMachines2025 / art. 462, 17 p. : ill https://doi.org/10.3390/machines13060462 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

On the legal and economic implications of tele-drivingHoffmann, Thomas; Prause, Gunnar KlausMachines2023 / art. 331, 16 p. : ill https://doi.org/10.3390/machines11030331 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

On the regulatory framework for last-mile delivery robotsHoffmann, Thomas; Prause, Gunnar KlausMachines2018 / art. 33, 16 p https://doi.org/10.3390/machines6030033 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Response surface method for optimization of synchronous reluctance motor rotorOrlova, Svetlana; Auzins, Janis; Pugachov, Vladislav; Rassõlkin, Anton; Vaimann, ToomasMachines2022 / art. 897 https://doi.org/10.3390/machines10100897 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

A Scoping Review of Energy Consumption in Industrial RoboticsMuru, Johannes; Rassõlkin, AntonMachines2025 / art. 542 https://doi.org/10.3390/machines13070542 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Sensitivity analysis for multi-objective optimization of switched reluctance motorsAndriushchenko, Ekaterina; Kallaste, Ants; Mohammadi, M. Hossain; Lowther, David Alister; Heidari, HamidrezaMachines2022 / art. 559, 16 p. : ill https://doi.org/10.3390/machines10070559 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Utilization of additive manufacturing in the thermal design of electrical machines : a reviewSarap, Martin; Kallaste, Ants; Shams Ghahfarokhi, Payam; Tiismus, Hans; Vaimann, ToomasMachines2022 / art. 251 https://doi.org/10.3390/machines10040251 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS