Sensorless speed estimation has been extensively studied for its use in control schemes.
Nevertheless, it is also a key step when applying Motor Current Signature Analysis to …

Induction motors are widely used in many industrial applications. Hence, it is very important
to monitor and detect any faults during their operation in order to alert the operators so that …

A novel intelligent fault diagnosis method for motor roller bearings which operate under
unsteady rotating speed and load is proposed in this paper. The pseudo Wigner-Ville …

A hierarchical structure based on a Deep LSTM Supervised Autoencoder Neural Network
(Deep LSTM-SAE NN) is presented for the detection and classification of faults in industrial …

Inter-turn short circuit (ITSC) is a common fault in induction motors. However, it is
challenging to detect the early stage of ITSC fault. To address this issue, this paper proposes …

wide application in the industry of the regulated electric drives systems allows one to create
effective energy saving technology which implementation allows one not only to save …

The importance of early fault detection in electric motors has attracted the attention of
research groups, as the detection of incipient faults can prevent damage spreading and …

This paper presents some considerations regarding the application of the stator zero-
sequence current component (ZSC) in the fault detection of cage induction machines …

Induction motors are used in various work environment and critical industrial processes,
operating conditions and well-being of these machines need to be monitored to avoid …

Fault Tolerant Control (FTC) systems are crucial in industry to ensure safe and reliable
operation, especially of motor drives. This paper proposes the use of multiple controllers for …