Fault detection and diagnosis in electric motors using 1d convolutional neural networks with multi-channel vibration signals
Ronny Francis Ribeiro, Isac Antônio dos Santos Areias, Mateus Mendes Campos, Carlos Eduardo Garcez Teixeira, Luiz Eduardo Borges da Silva, Guilherme Ferreira Gomes
Topics & Concepts
Fault (geology)Fault detection and isolationComputer scienceVibrationFeature extractionConvolutional neural networkAccelerometerChannel (broadcasting)Convolution (computer science)EngineeringElectronic engineeringArtificial intelligenceReal-time computingPattern recognition (psychology)Artificial neural networkActuatorTelecommunicationsPhysicsQuantum mechanicsOperating systemGeologySeismologyMachine Fault Diagnosis TechniquesFault Detection and Control SystemsAnomaly Detection Techniques and Applications