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 …

Machinery will fail due to complex and tough working conditions. It is necessary to apply
reliable monitoring technology to ensure their safe operation. Condition-based maintenance …

Steady-state signatures seem more reliable than incipient fault signatures for detection of
inter-turn short circuit (ITSC) fault in induction motors (IMs). An efficient detection approach is …

Induction motors (IMs) are one of the most commonly used rotating machines in industry. In
order to avoid downtimes and economical losses, development of condition monitoring …

Motor current signature analysis has become a widespread fault diagnosis technique for
induction machines (IMs), because it is noninvasive and requires low resources of hardware …

When an induction motor is running at stable speed and low slip, the fault signal of the
induction motor's broken bar faults are easily submerged by the power frequency (50 Hz) …

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 …

Bearing faults account for over 40% of induction motor faults, and for this reason, for several
decades, much attention has been paid to their condition monitoring, through vibration …

This paper constructs a novel network structure (SVD‐1DCNN) based on singular value
decomposition (SVD) and one‐dimensional convolutional neural network (1DCNN), which …

Fault diagnosis of induction motors through the analysis of the stator current is increasingly
being used in maintenance systems, because it is non-invasive and has low requirements of …