LEADER 05412nam 2200697 a 450 001 9911006505003321 005 20200520144314.0 010 $a9781628700664 010 $a1628700661 010 $a9780857097088 010 $a0857097083 035 $a(CKB)2670000000233319 035 $a(EBL)1584620 035 $a(OCoLC)867318116 035 $a(SSID)ssj0000760149 035 $a(PQKBManifestationID)12304320 035 $a(PQKBTitleCode)TC0000760149 035 $a(PQKBWorkID)10802456 035 $a(PQKB)11577077 035 $a(CaSebORM)9780857090294 035 $a(MiAaPQ)EBC1584620 035 $a(OCoLC)880372927 035 $a(OCoLC)ocn880372927 035 $a(EXLCZ)992670000000233319 100 $a20121109d2012 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 00$aSimulation in textile technology $etheory and applications /$fedited by D. Veit 205 $a1st edition 210 $aOxford ;$aPhiladelphia $cWoodhead Pub.$d2012 215 $a1 online resource (398 p.) 225 1 $aWoodhead Publishing series in textiles,$x2042-0803 ;$vno. 136 300 $a"The Textile Institute." 311 08$a9780857090294 311 08$a0857090291 320 $aIncludes bibliographical references and index. 327 $aCover; Simulation in textile technology: Theory and applications; Copyright; Contents; Contributor contact details; Woodhead Publishing Series in Textiles; Acknowledgements; Preface; 1 Introduction to modelling and simulation in textile technology; 1.1 Introduction to simulation; 1.2 Simulation with and without computers; 1.3 Modelling: white, black and grey box models; 1.4 Expert systems and other knowledge-based models; 1.5 Applications of expert systems to textile technology; 1.6 References and further reading; 2 Neural networks and their application to textile technology 327 $a2.1 Introduction: biological background2.2 Models of artificial neural networks; 2.3 The backpropagation algorithm; 2.4 Counterpropagation; 2.5 Other types of neural networks; 2.6 Applications of neural networks to textile technology; 2.7 Practical advice in applying neural networks; 2.8 Summary; 2.9 Web references for software tools; 2.10 References and further reading; 3 Evolutionary methods and their application to textile technology; 3.1 Introduction; 3.2 Biological background; 3.3 Mathematical models of evolution strategy; 3.4 Genetic algorithms 327 $a3.5 Comparison of evolutionary algorithms and iteration processes3.6 Applications of evolutionary algorithms to textile technology; 3.7 Practical advice in applying evolutionary methods; 3.8 Web references for software tools; 3.9 References; 4 Fuzzy logic and its application to textile technology; 4.1 Introduction; 4.2 Imprecise mathematics; 4.3 Set operations; 4.4 Fuzzy logic versus probabilistic logic; 4.5 Ultra-fuzzy logic; 4.6 Fuzzy control; 4.7 Fuzzy control with four input and one output variable; 4.8 Applications of fuzzy logic in textile technology 327 $a4.9 Practical advice in applying fuzzy logic4.10 Web references for software tools; 4.11 References; 5 Computational fluid dynamics (CFD) and its application to textile technology; 5.1 Introduction; 5.2 From reality to simulation; 5.3 Simulation of currents with fibres, yarns and textiles; 5.4 Validation methods; 5.5 Economic aspects; 5.6 Applications of computational fluid dynamics to textile technology; 5.7 Practical advice in applying computational fluid dynamics; 5.8 Summary; 5.9 Web references for software tools; 5.10 References 327 $a6 The finite element method (FEM) and its application to textile technology6.1 Introduction; 6.2 Modelling of mechanical systems; 6.3 Elements of elastic models; 6.4 Error estimation and refinement; 6.5 Nonlinear problems; 6.6 FEM Software; 6.7 Future trends; 6.8 Sources of further information; 6.9 References; 7 Simulation of fibrous structures and yarns; 7.1 Introduction; 7.2 Fibres and yarns: definitions and factors affecting quality; 7.3 Fibrous assemblies: volume, density and mass; 7.4 Yarn parameters: fineness, density, diameter and twist 327 $a7.5 Modelling of internal yarn geometry: helical yarn model 330 $aThe use of mathematical modelling and computer simulation can vastly improve the quality, efficiency and economic success of textile technology. 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