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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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:
Manufactures.
Mechanical engineering.
Mathematics-Data processing.
Machines, Tools, Processes.
Mechanical Engineering.
Computational Science and Engineering.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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