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Magnetic flux analysis for the condition monitoring of electric machines: A review
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 …
many researchers and motor manufacturers. The great enhancements and reduction in the …
[HTML][HTML] State-of-the-art techniques for fault diagnosis in electrical machines: advancements and future directions
Electrical machines are prone to various faults and require constant monitoring to ensure
safe and dependable functioning. A potential fault in electrical machinery results in …
safe and dependable functioning. A potential fault in electrical machinery results in …
Intelligent fault diagnosis of rotating machines based on wavelet time-frequency diagram and optimized stacked denoising auto-encoder
N Jia, Y Cheng, Y Liu, Y Tian - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
When a stacked denoising auto-encoder (SDAE) manually sets several parameters, the
gradient of neuron weight becomes dispersed, reducing the ability to retrieve sensitive fault …
gradient of neuron weight becomes dispersed, reducing the ability to retrieve sensitive fault …
Efficient data reduction at the edge of industrial Internet of Things for PMSM bearing fault diagnosis
An efficient data reduction algorithm is designed and implemented on an industrial Internet
of Things (IIoT) node for permanent magnet synchronous motor (PMSM) bearing fault …
of Things (IIoT) node for permanent magnet synchronous motor (PMSM) bearing fault …
[HTML][HTML] Intelligent condition monitoring of wind power systems: State of the art review
Modern wind turbines operate in continuously transient conditions, with varying speed,
torque, and power based on the stochastic nature of the wind resource. This variability …
torque, and power based on the stochastic nature of the wind resource. This variability …
Recent trends in magnetic sensors and flux-based condition monitoring of electromagnetic devices
As one of the most promising techniques, magnetic flux-based condition monitoring of
electrical machines, has gained significant traction in the past decade. One of the key …
electrical machines, has gained significant traction in the past decade. One of the key …
[HTML][HTML] Fiber optic fiber bragg grating sensing for monitoring and testing of electric machinery: Current state of the art and outlook
This paper presents a review of the recent trends and the current state of the art in the
application of fiber optic fiber Bragg gratings (FBG) sensing technology to condition the …
application of fiber optic fiber Bragg gratings (FBG) sensing technology to condition the …
Induction motor speed estimation based on airgap flux measurement using Hilbert transform and fast Fourier transform
This paper proposes the rotor speed estimation of a squirrel cage induction motor fed by a
sinusoidal power supply or an inverter based on the use of a Hall effect sensor installed …
sinusoidal power supply or an inverter based on the use of a Hall effect sensor installed …
The demagnetization harmonics generation mechanism in permanent magnet machines with concentrated windings
Partial demagnetization is a condition that may occur in Permanent Magnet machines due to
overloading or thermal stress. Whenthis happens, the magnetic field locally weakens …
overloading or thermal stress. Whenthis happens, the magnetic field locally weakens …
Airgap and stray magnetic flux monitoring techniques for fault diagnosis of electrical machines: An overview
Flux‐based fault diagnosis methods have attracted ever‐increasing attention from technical
communities because of their potential diagnostic capabilities and ability to overcome …
communities because of their potential diagnostic capabilities and ability to overcome …