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...

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Hlavní autor: Davim, J. Paulo, 1964- (Šéfredaktor, odpovědný redaktor)
Médium: Livre numérique
Jazyk:Anglais
Vydáno: Berlin, Heidelberg : Springer Berlin Heidelberg 2012.
Cham : Springer Nature
On-line přístup:Accès sur la plateforme de l'éditeur
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Poznámka: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Statistical and Computational Techniques in Manufacturing, Texte imprimé, 9783642258589
• Statistical and Computational Techniques in Manufacturing, Texte imprimé, 9783642444470
• Statistical and Computational Techniques in Manufacturing, Texte imprimé, 9783642258602
Obsah:
  • 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.