Cargando…

Statistical and Computational Techniques in Manufacturing

In recent years, interest in developing statistical and computational techniques for applied manufacturing engineering has been increased. Today, due to the great complexity of manufacturing engineering and the high number of parameters used, conventional approaches are no longer sufficient. Therefo...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Davim, J. Paulo (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Temas:
Acceso en línea:Texto Completo

MARC

LEADER 00000nam a22000005i 4500
001 978-3-642-25859-6
003 DE-He213
005 20220309071722.0
007 cr nn 008mamaa
008 120306s2012 gw | s |||| 0|eng d
020 |a 9783642258596  |9 978-3-642-25859-6 
024 7 |a 10.1007/978-3-642-25859-6  |2 doi 
050 4 |a TS1-2301 
072 7 |a TGP  |2 bicssc 
072 7 |a TEC020000  |2 bisacsh 
072 7 |a TGP  |2 thema 
082 0 4 |a 670  |2 23 
245 1 0 |a Statistical and Computational Techniques in Manufacturing  |h [electronic resource] /  |c edited by J. Paulo Davim. 
250 |a 1st ed. 2012. 
264 1 |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2012. 
300 |a XIV, 285 p. 137 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
505 0 |a Machining -- Non traditional machining (EDM, LAM, USM, etc).-Abrasive machining -- Casting & joining -- Forming -- Powder metallurgy -- Composites & ceramics processing -- Rapid prototyping & tooling processes -- Micro and nanomanufacturing processes -- Sustainable and green manufacturing -- Manufacturing systems -- Statistical and computational techniques -- Design experiments -- Taguchi techniques -- ANOVA (Analysis of variance) -- MRA (multi analysis regression) -- RSM (Response surface methodology) Finite Element Method (FEM) modeling/simulation -- Artificial Neural Networks (ANNs) -- Evolutionary computation -- Fuzzy logic -- Neuro-fuzzy systems -- Particle swarm optimization (PSO) -- Optimization techniques of complex systems. 
520 |a In recent years, interest in developing statistical and computational techniques for applied manufacturing engineering has been increased. Today, due to the great complexity of manufacturing engineering and the high number of parameters used, conventional approaches are no longer sufficient. Therefore, in manufacturing, statistical and computational techniques have achieved several applications, namely, modelling and simulation manufacturing processes, optimization manufacturing parameters, monitoring and control, computer-aided process planning, etc. The present book aims to provide recent information on statistical and computational techniques applied in manufacturing engineering. The content is suitable for final undergraduate engineering courses or as a subject on manufacturing at the postgraduate level. This book serves as a useful reference for academics, statistical and computational science researchers, mechanical, manufacturing and industrial engineers, and professionals in industries related to manufacturing engineering. 
650 0 |a Manufactures. 
650 0 |a Mechanical engineering. 
650 0 |a Mathematics-Data processing. 
650 1 4 |a Machines, Tools, Processes. 
650 2 4 |a Mechanical Engineering. 
650 2 4 |a Computational Science and Engineering. 
700 1 |a Davim, J. Paulo.  |e editor.  |0 (orcid)0000-0002-5659-3111  |1 https://orcid.org/0000-0002-5659-3111  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer Nature eBook 
776 0 8 |i Printed edition:  |z 9783642258589 
776 0 8 |i Printed edition:  |z 9783642444470 
776 0 8 |i Printed edition:  |z 9783642258602 
856 4 0 |u https://doi.uam.elogim.com/10.1007/978-3-642-25859-6  |z Texto Completo 
912 |a ZDB-2-ENG 
912 |a ZDB-2-SXE 
950 |a Engineering (SpringerNature-11647) 
950 |a Engineering (R0) (SpringerNature-43712)