Untimely machinery breakdown will incur significant losses, especially to the manufacturing
company as it affects the production rates. During operation, machines generate vibrations …

Rotating machinery is widely applied in various types of industrial applications. As a
promising field for reliability of modern industrial systems, early fault diagnosis (EFD) …

This paper presents a novel approach on motor current signature analysis (MCSA) for
broken bar fault detection of induction motors (IMs), using as input the current signal …

This article presents an industrial implementation of a virtual sensor in the process of fault
detection of an induction motor. An ensemble-learning soft-sensor is developed to detect …

Condition monitoring schemes are essential for increasing the reliability and ensuring the
equipment efficiency in industrial processes. The feature extraction and dimensionality …

Induction motors are the most widespread motors in industry, constituting more than 85% of
all industry motors. Broken rotor bars are one of the most common faults in squirrel cage …

Detection and fault‐tolerant control (FTC) of faults in the early stage is desirable in improving
efficiency. An implementation strategy is proposed for the individual controllers that work …

Early detection of induction-motor faults has been an increasing matter of research in the
last few years. The reliable identification of broken rotor bars (BRB) is still under …

Induction motors (IMs) play an essential role in the field of various industrial applications.
Long-time service and tough working situations make IMs become prone to a broken rotor …

Cable-stayed bridges are widely used all around the world. Unfortunately, during their
service life, they are exposed to adverse conditions that may cause their deterioration and …