Gearbox is widely used in industrial and military applications. Due to high service load,
harsh operating conditions or inevitable fatigue, faults may develop in gears. If the gear …

There has been an increasing interest in the design of intelligent diagnostic systems for
industrial applications. The key requirement in the design of practical diagnostic systems is …

Graph based networks are becoming an emerging trend in the field of fault diagnosis
because of their powerful ability to mine the interrelationships between nodes. However, the …

In order to investigate the electromechanical interaction mechanism, a dynamic model of an
electric drive multistage gear system is established, wherein the electromagnetic …

Stator current modeling for defective planetary gearboxes based on magnetic equivalent
circuits (MEC) is conducted in this article. A lumped parameter torsional model of the motor …

Many of today's industrial applications are powered by electromechanical drives. Wind
turbines, fuel based and hydroelectric generators or electric drivetrains are examples of …

Vibration-based planetary gearbox fault diagnosis under time-varying speed conditions is
challenging. This work exploits the advantages of motor stator current signal in easier …

Wind energy is renewable and wind power generation facilities have been growing rapidly
around the world. Permanent magnet synchronous generators (PMSGs) and planetary …

Induction motor-planetary gearbox drivetrains are widely used for industrial productions,
including machine tools in manufacturing systems. For fault diagnosis of planetary …

This paper presents a unified electromechanical modeling framework of a single-stage spur
gear with cracks at tooth root. The model has been developed following modified …