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FPGA Implementation of a Bearing Fault Classification System Based on an Envelope Analysis and Artificial Neural Network

Yassine Toumi, Billel Bengherbia, Sidahmed Lachenani, Mohamed Ould Zmirli

2022Arabian Journal for Science and Engineering14 citationsDOI

Topics & Concepts

Field-programmable gate arrayBearing (navigation)Fault (geology)Identification (biology)Artificial neural networkMultilayer perceptronMATLABPerceptronEnvelope (radar)Embedded systemComputer scienceEngineeringArtificial intelligencePattern recognition (psychology)BotanyOperating systemSeismologyTelecommunicationsBiologyRadarGeologyMachine Fault Diagnosis TechniquesFault Detection and Control SystemsGear and Bearing Dynamics Analysis
FPGA Implementation of a Bearing Fault Classification System Based on an Envelope Analysis and Artificial Neural Network | Litcius