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Adaptive Deep Belief Networks and LightGBM-Based Hybrid Fault Diagnostics for SCADA-Managed PV Systems : A Real-World Case StudyKull, Karl; Khan, Muhammad Amir; Asad, Bilal; Naseer, Muhammad Usman; Kallaste, Ants; Vaimann, ToomasElectronics2025 / art. 3649 https://doi.org/10.3390/electronics14183649

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Analytical modelling of synchronous reluctance motor including non-linear magnetic conditionNaseer, Muhammad Usman; Kallaste, Ants; Asad, Bilal; Vaimann, Toomas; Rassõlkin, AntonIET electric power applications2022 / p. 511-524 https://doi.org/10.1049/elp2.12172 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Design and modeling of contoured airgap topology for additively manufactured electrical machines = Kõverdatud õhupilu topoloogiaga kihtlisandusmeetodil valmistatud elektrimasinate projekteerimine ja modelleerimine

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book article

Axially asymmetric design for additive manufacturing of synchronous reluctance machinesNaseer, Muhammad Usman; Kallaste, Ants; Asad, Bilal; Vaimann, Toomas; Rassõlkin, Anton2023 IEEE International Conference on Electric Machines and Drives (IEMDC)2023 / 5 p https://doi.org/10.1109/IEMDC55163.2023.10238995

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Broken rotor bar fault detection using machine learning: Optimal frequency resolutionKoveshnikov, Semen; Bouharrouti, Nada El; Kudelina, Karolina; Naseer, Muhammad Usman; Vaimann, Toomas; Belahcen, Anouar2024 International Conference on Electrical Machines (ICEM)2024 / 6 p https://doi.org/10.1109/ICEM60801.2024.10700228 Article at Scopus Article at WOS

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journal article EST / journal article ENG

Comprehensive Diagnostic Assessment of Inverter Failures in a Utility-Scale Solar Power Plant : A Case Study Based on Field and Laboratory ValidationKull, Karl; Asad, Bilal; Naseer, Muhammad Usman; Kallaste, Ants; Vaimann, ToomasSensors2025 / art. 3717 https://doi.org/10.3390/s25123717 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Co-simulations of induction machines coupled with a radial ball bearing for mechanical defects analysisEl Bouharrouti, Nada; Sitnikov, Maksim; Hemeida, Ahmed; Martin, Floran; Kudelina, Karolina; Naseer, Muhammad Usman; Belahcen, AnouarIET Electric Power Applications2025 / 13 p. : ill https://doi.org/10.1049/elp2.12529 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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book article EST / book article ENG

Curved Airgap Topology : A Promising Strategy for Enhancing Axial-Flux Machine Performance MetricsNaseer, Muhammad Usman; Kallaste, Ants; Vaimann, Toomas; Asad, BilalInternational Conference on the Computation of Electromagnetic Fields (COMPUMAG)2025 https://www.compumag.org/Proceedings/2025_Naples/Compumag2025/USB_up/MP3C-12-678.pdf

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Design and modeling of contoured airgap topology for additively manufactured electrical machines = Kõverdatud õhupilu topoloogiaga kihtlisandusmeetodil valmistatud elektrimasinate projekteerimine ja modelleerimine

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journal article EST / journal article ENG

Deep Transfer Learning Approach Using Filtered Time-Frequency Representations of Current Signals for Bearing Fault Detection in Induction MachinesEl Bouharrouti, Nada; Nemat Saberi, Alireza; Hussain Khan, Muhammad Dayyan; Kudelina, Karolina; Naseer, Muhammad Usman; Belahcen, AnouarIET Electric Power Applications2025 / art. e70074 https://doi.org/10.1049/elp2.70074 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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dissertation

Design and modeling of contoured airgap topology for additively manufactured electrical machines = Kõverdatud õhupilu topoloogiaga kihtlisandusmeetodil valmistatud elektrimasinate projekteerimine ja modelleerimineNaseer, Muhammad Usman2025 https://www.ester.ee/record=b5747039*est https://doi.org/10.23658/taltech.32/2025 https://digikogu.taltech.ee/et/Item/af3abd72-6077-43be-b7ed-5fa0b3f58602

dissertation

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Design and performance of laser additively manufactured core induction motorTiismus, Hans; Kallaste, Ants; Naseer, Muhammad Usman; Vaimann, Toomas; Rassõlkin, AntonIEEE Access2022 / p. 50137-50152 https://doi.org/10.1109/ACCESS.2022.3173317 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Production and properties of additively manufactured electrical machine cores = Kihtlisandus meetodil valmistatud elektrimasinate magnetsüdamikud ja nende omadused

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Design and Prototyping of Additively Manufactured Axial Flux Switched Reluctance MachineHussain, Shahid; Kallaste, Ants; Naseer, Muhammad Usman; Tiismus, Hans; Sarap, Martin; Asad, Bilal; Vaimann, ToomasIEEE Transactions on Industry Applications2025 / p. 1-10 https://doi.org/10.1109/TIA.2025.3604357

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book article

Design of an additively manufactured polymer composite electrical machineSarap, Martin; Kallaste, Ants; Naseer, Muhammad Usman; Tiismus, Hans; Rjabtšikov, Viktor; Shams Ghahfarokhi, Payam; Vaimann, Toomas; Aman, Alexander; Kutia, Mykhailo2023 IEEE 17th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2023 / 5 p https://doi.org/10.1109/CPE-POWERENG58103.2023.10227413

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Design procedure and preliminary analysis for the introduction of axial asymmetry in the synchronous reluctance machinesNaseer, Muhammad Usman22nd International Symposium “Topical Problems in the Field of Electrical and Power Engineering”. Doctoral School of Energy and Geotechnology III : Pärnu, Estonia, August 23-26, 20232023 / p. 33-34 : ill https://www.ester.ee/record=b5570906*est

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Design procedure and preliminary analysis for the introduction of axial asymmetry in the synchronous reluctance machines : [proceedings]Naseer, Muhammad Usman; Kallaste, Ants; Asad, Bilal; Vaimann, Toomas; Rassõlkin, Anton2023 IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD) : proceedings2023 / 6 p. : ill https://doi.org/10.1109/WEMDCD55819.2023.10110903

book article

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Design and modeling of contoured airgap topology for additively manufactured electrical machines = Kõverdatud õhupilu topoloogiaga kihtlisandusmeetodil valmistatud elektrimasinate projekteerimine ja modelleerimine

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book article

Development of an axial flux SRM through additive manufacturingHussain, Shahid; Kallaste, Ants; Naseer, Muhammad Usman; Tiismus, Hans; Vaimann, Toomas2024 International Conference on Electrical Machines (ICEM)2024 / 6 p https://doi.org/10.1109/ICEM60801.2024.10700569 Article at Scopus Article at WOS

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book article

Experimental determination of equivalent circuit parameters for a synchronous generatorNaseer, Muhammad Usman; Asad, Bilal; Shams Ghahfarokhi, Payam; Kallaste, Ants; Vaimann, Toomas; Rassõlkin, Anton2021 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream): proceedings of the conference, April 22, 2021, Vilnius, Lithuania2021 / 7 p. : ill https://doi.org/10.1109/eStream53087.2021.9431442

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journal article EST / journal article ENG

Faults, Failures, Reliability, and Predictive Maintenance of Grid-Connected Solar Systems : A Comprehensive ReviewKull, Karl; Asad, Bilal; Khan, Muhammad Amir; Naseer, Muhammad Usman; Kallaste, Ants; Vaimann, ToomasApplied Sciences2025 / art. 11461 https://doi.org/10.3390/app152111461

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Generation of unmeasured loading levels data for condition monitoring of induction machine using machine learningBillah, Md Masum; Saberi, Alireza Nemat; Hemeida, Ahmed; Martin, Floran; Kudelina, Karolina; Asad, Bilal; Naseer, Muhammad Usman; Mukherjee, Victor; Belahcen, AnouarIEEE transactions on magnetics2024 / art. 8201104 https://doi.org/10.1109/TMAG.2023.3312267 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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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

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Initial design estimation of synchronous machinesNaseer, Muhammad Usman; Kallaste, Ants; Asad, Bilal; Vaimann, Toomas; Rassõlkin, AntonInternational Workshop on Electric Drives: Optimization in Control of Electric Drives (IWED)2022 https://doi.org/10.1109/IWED54598.2022.9722585

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Magnetic equivalent circuit and Lagrange interpolation function modeling of induction machines under broken bar faultsHemeida, Ahmed; Billah, Md Masum; Kudelina, Karolina; Asad, Bilal; Naseer, Muhammad Usman; Guo, Baocheng; Martin, Floran; Rasilo, Paavo; Belahcen, AnouarIEEE transactions on magnetics2024 / art. 8200704, 4 p https://doi.org/10.1109/TMAG.2023.3306207 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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A method for contouring an airgap profile in an electromagnetic deviceNaseer, Muhammad Usman; Kallaste, Ants; Vaimann, Toomas2025 https://www.etis.ee/Portal/IndustrialProperties/Display/4de92487-f0be-4f69-bd60-e647dcc5920f https://digikogu.taltech.ee/et/Item/af3abd72-6077-43be-b7ed-5fa0b3f58602

book

Related publications 1

Design and modeling of contoured airgap topology for additively manufactured electrical machines = Kõverdatud õhupilu topoloogiaga kihtlisandusmeetodil valmistatud elektrimasinate projekteerimine ja modelleerimine

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journal article EST / journal article ENG

The modeling and investigation of slot skews and supply imbalance on the development of principal slotting harmonics in squirrel cage induction machinesAsad, Bilal; Vaimann, Toomas; Belahcen, Anouar; Kallaste, Ants; Rassõlkin, Anton; Khang, Huynh Van; Shams Ghahfarokhi, Payam; Naseer, Muhammad Usman; Iqbal, Muhammad NaveedIEEE Access2021 / p. 165932-165946 https://doi.org/10.1109/ACCESS.2021.3134331 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

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Design and modeling of contoured airgap topology for additively manufactured electrical machines = Kõverdatud õhupilu topoloogiaga kihtlisandusmeetodil valmistatud elektrimasinate projekteerimine ja modelleerimine

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Modified initial design procedure for synchronous reluctance motorNaseer, Muhammad Usman; Kallaste, Ants; Asad, Bilal; Vaimann, Toomas; Rassõlkin, Anton2022 International Conference on Electrical Machines (ICEM)2022 / p. 1969-1975 https://doi.org/10.1109/ICEM51905.2022.9910594

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