Results: Consistent abnormal differences between predicted and actual temperatures may be attributed to the degradation and presence of a fault in the bearing. Discussion: This fault detection can the...
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This paper conducts a comprehensive investigation of the vibration-based fault diagnosis of industrial wind turbine drivetrains from the perspective of practicality, in light of most of the
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Unstable vibrations in rotating machinery can stem from various causes, making it challenging to determine their origins. This research introduces the operational transfer path analysis
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In the context of wind turbines, vibration analysis is used to monitor the condition of critical components such as the gearbox, generator, and tower structure.
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Shaft vibration in turbines is more than just a diagnostic concern—it actively damages turbine components and degrades performance. Understanding these consequences helps
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This paper realizes the accurate detection and location of electrical faults—generator-side converter faults, with mechanical vibration signal, which is meaningful to develop an accurate and
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It is believed that for the generator bearing failure identified in this research, raised bearing temperatures have led to bearing inner ring growth resulting in the bearing inner ring
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This paper analyzes the structure features of different drivetrains of mainstream wind turbines and introduces a vibration data acquisition system. Almost all the research on the vibration
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The methodology was evaluated using real faults in bearings for wind turbine generators.
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Diesel generator set vibration mainly occurs in three situations: electromagnetic causes, mechanical causes, and electromechanical mixed causes.
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When the generator shaft rotates, heat is generated due to electrical resistance in the windings, resulting in heating of the generator. Since the temperature of the generator is higher than
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