With the continuous increase in complexity and expense of industrial systems, there is less
tolerance for performance degradation, productivity decrease, and safety hazards, which …

Recently, to ensure the reliability and safety of modern large-scale industrial processes, data-
driven methods have been receiving considerably increasing attention, particularly for the …

This paper provides an overview of the recent developments in data-based techniques
focused on modern industrial applications. As one of the hottest research topics for …

This paper gives a comprehensive review of the state of the art of wind energy conversion
systems (WECS) and technologies, with an emphasis on wind power generator and control …

Recently, research concerning electrical machines and drives condition monitoring and fault
diagnosis has experienced extraordinarily dynamic activity. The increasing importance of …

The fault diagnosis of rotating electrical machines has received an intense amount of
research interest during the last 30 years. Reducing maintenance costs and preventing …

Distinct feature extraction methods are simultaneously used to describe bearing faults. This
approach produces a large number of heterogeneous features that augment discriminative …

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 …

Interturn fault (ITF) is a common fault for permanent magnet synchronous machine (PMSM).
If the ITF is not detected in time, its propagation may result in the secondary damage, even …

This paper presents a new technique for fault detection and isolation to make the traditional
vector-controlled induction motor (IM) drive fault tolerant against current and speed sensor …