[EN] Bearings are the elements that allow the rotatory movement in induction motors and the fault occurrence in these elements are due to excessive working conditions. In induction motors, elec-trical erosion remains the ...
Zamudio-Ramirez, Israel; Saucedo-Dorantes, Juan Jose; Antonino-Daviu, José Alfonso; Osornio-Rios, Roque Alfredo; Dunai, Larisa(Institute of Electrical and Electronics Engineers, 2022-08)
[EN] Gearboxes are core elements in power transmission systems, although gearboxes are reliable and high-efficiency components, the occurrence of different faults is frequent since they are often subjected to adverse ...
[EN] Kinematic chains are essential elements configurable in different topologies according to the requirements of industry. Their main components are the rotating machines and mechanical parts in which diverse faults can ...
[EN] The online faults detection in industrial machinery such as induction motors, or their components (as bearings), continues to be a priority. Most commercial equipment provides general measurements and not a diagnosis. ...
[EN] Induction motors (IM) play a fundamental role in the industrial sector because they are robust, efficient, low-cost machines. Changes in the environment, installation errors, or modifications to working conditions can ...
[EN] Kinematic chains are ensembles of elements that integrate, among other components, the induc-tion motors, the mechanical couplings, and the loads to give support to the industrial processes that require motion ...
Zamudio-Ramírez, Israel; Osornio-Rios, Roque Alfredo; Antonino-Daviu, J.; Razik, Hubert; Romero-Troncoso, Rene de Jesus(Institute of Electrical and Electronics Engineers, 2022-05)
[EN] Magnetic flux analysis is a condition monitoring technique that is drawing the interest of many researchers and motor manufacturers. The great enhancements and reduction in the costs and dimensions of the required ...
[EN] Novelty detection is a statistical method that verifies new or unknown data, determines whether these data are inliers (within the norm) or outliers (outside the norm), and can be used, for example, in developing ...
Zamudio-Ramírez, Israel; Osornio-Rios, Roque Alfredo; Antonino-Daviu, Jose Alfonso(Institute of Electrical and Electronics Engineers, 2022-04)
[EN] The most recent trend in the electric motor condition monitoring area relies on combining the information obtained from different machine quantities in order to reach a more reliable conclusion about the motor¿s health. ...
[EN] Induction motors (IMs) are essential components in industrial applications. These motors have to perform numerous tasks under a wide variety of conditions, which affects performance and reliability and gradually brings ...
[EN] The incorporation of new technologies as training methods, such as Virtual Reality (VR), facilitates the instruction task when compared to traditional approaches, which are showing strong limitations to engage young ...