13 citations · 14 across the 3 of their papers we have counts for
3 papers
Fault Classification using Pseudomodal Energies and Neuro-fuzzy modelling
Tshilidzi Marwala, Thando Tettey, Snehashish Chakraverty
This paper presents a fault classification method which makes use of a Takagi-Sugeno neuro-fuzzy model and Pseudomodal energies calculated from the vibration signals of cylindrical…
Response Prediction of Structural System Subject to Earthquake Motions using Artificial Neural Network
S. Chakraverty, T. Marwala, Pallavi Gupta +1
This paper uses Artificial Neural Network (ANN) models to compute response of structural system subject to Indian earthquakes at Chamoli and Uttarkashi ground motion data. The syst…
Fault Classification in Cylinders Using Multilayer Perceptrons, Support Vector Machines and Guassian Mixture Models
Tshilidzi Marwala, Unathi Mahola, Snehashish Chakraverty
Gaussian mixture models (GMM) and support vector machines (SVM) are introduced to classify faults in a population of cylindrical shells. The proposed procedures are tested on a pop…