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Author

L. Aarniovuori

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Conference Sep 2026

A Data-Driven Framework for Off-Road Drivetrain Modeling and Optimization

This paper investigates how recorded drive-cycle data can support the design and dimensioning of electric drivetrains for off-road applications. A measured wheel-loader duty cycle is analyzed to extract torque–speed distributions, transient operating patterns, efficiency behavior, loss profiles, and thermal behavior. T...

Miroslav Lípa, Szymon Szafraniec, Jan Bñrta et al. · 0 citations
Conference Sep 2026

Kalman Filter–Based Disturbance Observer Assisted Model Predictive Control for Dual Three-Phase PMSM Drives

The dual three-phase permanent magnet synchronous machine (DTP-PMSM) is considered a promising candidate for applications requiring high power density and improved reliability. Continuous control set model predictive control (CCS-MPC) has been widely employed for DTP-PMSM drives to minimize harmonic subspace currents w...

Malik Qamar Abbas, Shoaib Ahmed, L. Aarniovuori et al. · 0 citations

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