A Non-Dominated Sorting-Based Multi-Objective Neural Network Optimization With Constraints for H∞-Control Tuning of Rotor–AMB Systems | 2026 Publication type A1 Journal article (refereed), original research Author(s) Abubakar Ibrahim, Numan Muhammad, Putkonen Atte, Lindh Tuomo, Nevaranta Niko Digital revolution Energy transition Mechanical Engineering Electrical and Electronic Engineering LUT School of Energy Systems
Nonlinear Curve Fitting Approach for Position and Current Stiffness Parameter Identification in AMB Rotor Systems | 2026 Publication type A4 Conference proceedings Author(s) Numan Muhammad, Putkonen Atte, Ranjan Gyan, Lindh Tuomo, Nevaranta Niko Other focus area LUT School of Energy Systems
Physics-Informed Neural Network Surrogate Modeling of Magnetic Bearing Forces for Rotor-AMB System Simulation | 2026 Publication type A4 Conference proceedings Author(s) Tariq Jawad, Madanzadeh Sadjad, Numan Muhammad, Lindh Tuomo, Nevaranta Niko Energy transition LUT School of Energy Systems
Suppression of Bow-Induced Disturbances in Rotor-AMB Systems Through Channel-Specific LQG Tuning | 2026 Publication type A4 Conference proceedings Author(s) Numan Muhammad, Ranjan Gyan, Putkonen Atte, Lindh Tuomo, Nevaranta Niko, Sopanen Jussi Other focus area LUT School of Energy Systems
Surrogate modeling of inductance in axial active magnetic bearings using data-driven and physics-informed neural networks | 2026 Publication type A1 Journal article (refereed), original research Author(s) Tariq Jawad, Madanzadeh Sadjad, Numan Muhammad, Lindh Tuomo, Nevaranta Niko Other focus area Energy transition Electrical and Electronic Engineering LUT School of Energy Systems
Lateral Rotor Vibrations in Six-Phase Induction Machine Drives | 2025 Publication type A4 Conference proceedings Author(s) Das Nirangkush, Numan Muhammad, Ahmed Firdausa, Mustafa Bilal, Hemeida Ahmed, Nevaranta Niko, Hinkkanen Marko, Holopainen Timo Other focus area LUT School of Energy Systems
Modeling and Control of an Induction Motor with Built-in Force Actuator for Vibration Suppression | 2025 Publication type A1 Journal article (refereed), original research Author(s) Numan Muhammad, Madanzadeh Sadjad, Tariq Jawad, Liukkonen Olli, Ranjan Gyan, Ahmed Firdausa, Lindh Tuomo, Nevaranta Niko Other focus area LUT School of Energy Systems
Modeling and Control of Electrical Machine with In-Built Force Actuator and Radial Active Magnetic Bearings for Rotor Suspension | 2025 Publication type A4 Conference proceedings Author(s) Numan Muhammad, Abubakar Ibrahim, Madanzadeh Sadjad, Lindh Tuomo, Nevaranta Niko Other focus area LUT School of Energy Systems
Optimization of H∞-Control for Active Magnetic Bearing Suspended Rotor System | 2025 Publication type A4 Conference proceedings Author(s) Abubakar Ibrahim, Numan Muhammad, Putkonen Atte, Lindh Tuomo, Nevaranta Niko Other focus area LUT School of Energy Systems