Wind turbines play an increasingly important role in renewable power generation. To ensure
the efficient production and financial viability of wind power, it is crucial to maintain wind …

Wind turbine technology is experiencing rapid growth with respect to size, market share, and
technological design. Operational and maintenance cost directly determine whether the …

Gearboxes are widely used in rotating machinery and various industrial applications for
transmission of power and torque. They operate for prolong hours and under different …

Induction motor is a major component in the industrial sector. It is experiencing great
development concerning size, market share, and technological design. Any sudden failure …

In gear fault diagnosis, most current intelligent fault diagnosis methods show good
classification performance for fault pattern recognition. However, when detecting fault …

Classification of plastics is important in the recycling industry. A plastic identification model
in the near infrared spectroscopy wavelength range 1000–2500 nm is proposed for the …

Wind turbines condition monitoring and fault warning have important practical value for wind
farms to reduce maintenance costs and improve operation levels. Due to the increase in the …

This article presents a method based on vibration signals to diagnose rotor mixed
eccentricity faults in three-phase squirrel cage induction motors (SCIMs). Rotor eccentricity …

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

Existing intelligent gearbox fault diagnosis approaches have two shortcomings:(a) their
performance is mostly confined to manual handcrafted features, and (b) they follow a …