Monitoring structural damage is extremely important for sustaining and preserving the
service life of civil structures. While successful monitoring provides resolute and staunch …

During the last decade, Convolutional Neural Networks (CNNs) have become the de facto
standard for various Computer Vision and Machine Learning operations. CNNs are feed …

Gears are an important component of industrial machinery and a breakdown of machinery
on account of the failure of gears could result in immense production loss. Timely monitoring …

The main purpose of condition monitoring in gear systems is to facilitate condition-based
maintenance (CBM) by detecting the degradation of components, eg gear teeth, before the …

This paper presents a fast, accurate, and simple systematic approach for online condition
monitoring and severity identification of ball bearings. This approach utilizes compact one …

Cracks in gear are the most common mode of failure. The presence of cracks leads to a
reduction in the time-varying mesh stiffness and eventually affects the vibration properties of …

Tooth crack diagnosis is important to ensure the reliability of gearboxes. However, most
reported studies on tooth crack diagnosis only involved the scenario of one tooth crack in a …

Gears are fundamental components used to transmit power and motion in modern industry.
Their health condition monitoring is crucial to ensure reliable operations, prevent …

Condition monitoring (CM) of wind turbine gearbox is one of the key concerns for the reliable
operation of wind power generation. With the huge ongoing transition towards renewable …

Gears are significant machine elements used in various industrial applications. An
undetected fault in a gear transmission system may lead to a fatal breakdown and, thus …