Induction motor is a major component in the industrial sector. It is experiencing great
development concerning size, market share, and technological design. Any sudden failure …

Remaining useful life prediction is one of the key requirements in prognostics and health
management. While a system or component exhibits degradation during its life cycle, there …

The amount of digital data in the universe is growing at an exponential rate with the rapid
development of digital information, and this reveals new machine learning methods …

The three-phase induction motors are considered one of the most important elements of the
industrial process. However, in this environment, these machines are subject to electrical …

Three-phase induction motors are the key elements of electromechanical energy conversion
for a variety of industrial sectors. The ability to identify motor faults before they occur can …

Motors are one of the most critical components in industrial processes due to their reliability,
low cost and robust performance. Motor failure will lead to the shutdown of a whole …

In this paper, classification of ball bearing faults using vibration signals is presented. A
review of condition monitoring using vibration signals with various intelligent systems is first …

Three-phase induction motors are the primary means of transformation of electrical energy
into mechanical energy in industry, since they are robust and present low cost. However …

Nowadays, multiclass classification is considered as the leading technique on the issue of
condition monitoring in induction motor which can be performed accurately and efficiently by …

Online fault detection in industrial machinery, such as induction motors or their components
(eg, bearings), continues to be a priority. Most commercial equipment provides general …