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Vibration Sensor-Based Bearing Fault Diagnosis Using Ellipsoid-ARTMAP and Differential Evolution Algorithms

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Effective fault classification of rolling element bearings provides an important basis for ensuring safe operation of rotating machinery. In this paper. a novel vibration sensor-based fault diagnosis method using an Ellipsoid-ARTMAP network (EAM) and a differential evolution (DE) algorithm is proposed. The original features are firstly extracted from vibration signals based on wavelet... https://herbsdailyes.shop/product-category/ambulatory-accessories/
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