Credits: 3 (2-0-2)
Prerequisites: TXL232 and EC 75
Description
Introduction to Textile Modelling and Simulation, types of model. Curve Fitting Techniques: Prediction of mechanical properties of fibrous assemblies.
Artificial Neural Network (ANN): Mathematical models of artificial neurons, ANN architecture, Learning rules, Back propagation algorithm, Applications of ANN. Fuzzy Logic: Crisp and fuzzy sets, Operations of fuzzy sets, Fuzzy rule generation, Defuzzification, Applications of fuzzy logic. Genetic Algorithm (G.A.): Basics of G.A., G. A. in fabric engineering.
Stochastic and Stereological Methods: Random fibrous assemblies, anisotropy characteristics, two and three-dimensional fibrous assemblies. Statistical Mechanics: Monte Carlo simulation of random fibrous assemblies.
Multiscale Modelling: Geometrical modelling of textile structures, modelling of properties of fibrous assemblies Computational Fluid Dynamics: Newtonian and Non-Newtonian Fluids and their applications in extrusion processes, Computer simulation of fluid flows through porous materials, heat and mass transfer in fibrous assemblies.
Prerequisite Tree
flowchart TD
TXL700-782[TXL700]
TXL700-782 --> EC75-782[EC75]
TXL232-782 --- Or783[Any one of]:::empty
TXL231-784 --- Or785[Any one of]:::empty
Or785 -.-> TXL111-786[TXL111]
Or785 -.-> TXL130-787[TXL130]
Or783 -.-> TXL231-784[TXL231]
Or783 -.-> TXP231-788[TXP231]
TXP231-788 --- Or789[Any one of]:::empty
Or789 -.-> TXL111-790[TXL111]
Or789 -.-> TXL130-791[TXL130]
TXL700-782 --> TXL232-782[TXL232]
classDef empty height:17px, fill:transparent, stroke:transparent;
classDef trueEmpty height:0px, width:0px;