… This paper develops a fault diagnosis method using CNN for InfRared Thermal (… images
of rotating machinery. Second, the CNN is applied to extract fault features from the IRT images. …

… A recent fault detection method based on infrared thermography (IRT) for rotating … then
classifying images. The thermal image-based rotating machinery fault diagnosis method used in …

… problems, this article proposes a new fault diagnosis method with the least square interactive
support matrix machine (LSISMM) and infrared thermal images… of infrared thermal images. …

… paper, additional to infrared thermal imaging, we focus on vi… fault detection [17], [18].
Vibration analysis, which uses accelerometer data, is often done based on the physics of the faults …

… Currently, a limited number of machine faults have been studied using thermal imaging. …
fault detection system using infrared imaging, focussing on bearings of rotating machinery. The …

… the infrared thermal camera to collect the infrared thermal images of rotating machinery and
… At present, infrared thermal imaging has been successfully applied to condition monitoring …

… Younus and Yang in [15] presented an automatic thermal imaging based fault detection …
fault detection in rotating machines. Eftekhari et al. in [2] presented a novel thermal imaging …

… guarantee smooth operation of machinery and increasing machinery availability. This article
puts forward an intelligent non-invasive thermal images-based fault diagnostic approach to …

… after initial fault detection … infrared thermal imaging is used in combination with image
processing and machine learning for the detection of 12 conditions and faults in rotating machinery…

… In the experiment we used rotor test bench model of ZT-3, and the model of the infrared
thermal imager is FLIR E50. ZT - 3 rotor experimental platform consists of the governor, base, …