The application of time encoded signals to automated machine condition classification using neural networks
(1997)
Thesis
Lucking, W. The application of time encoded signals to automated machine condition classification using neural networks. (Thesis). University of Hull. https://hull-repository.worktribe.com/output/4210518
This thesis considers the classification of physical states in a simplified gearbox using acoustical data and simple time domain signal shape characterisation techniques allied to a basic feedforward multi-layer perceptron neural network. A novel ext... Read More about The application of time encoded signals to automated machine condition classification using neural networks.