Advances in additive manufacturing : artificial intelligence, nature-inspired materials, and biomanufacturing /

Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Kumar, Ajay (Editor ), Mittal, Ravi Kant (Editor ), Haleem, Abid (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam, Netherlands ; Oxford, United Kingdom ; Cambridge, MA : Elsevier, [2023]
Colección:Additive manufacturing materials and technologies
Temas:
Additive manufacturing.
Manufacturing processes > Data processing.
Fabrication additive.
Fabrication > Informatique.
Additive manufacturing
Manufacturing processes > Data processing
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Front Cover
  • Advances in Additive Manufacturing: Artificial Intelligence, Nature-Inspired, and Biomanufacturing
  • Copyright Page
  • Contents
  • List of contributors
  • About the editors
  • I. Introduction
  • 1 Introduction to additive manufacturing technologies
  • 1.1 Introduction
  • 1.2 Brief history of additive manufacturing
  • 1.3 Classes of additive manufacturing
  • 1.3.1 Vat photopolymerization
  • 1.3.2 Material jetting
  • 1.3.3 Binder jetting process
  • 1.3.4 Material extrusion
  • 1.3.5 Sheet lamination
  • 1.3.6 Powder bed fusion
  • 1.3.7 Directed energy deposition (DED)
  • 1.4 Areas of application of additive manufacturing
  • 1.4.1 Foods and housing
  • 1.4.2 Healthcare
  • 1.4.3 Automobiles and aerospace
  • 1.4.4 Electronics
  • 1.4.5 Consumers product and jewelry
  • 1.5 Summary
  • References
  • Further reading
  • 2 Trends in additive manufacturing: an exploratory study
  • 2.1 Introduction
  • 2.2 Research objectives of the chapter
  • 2.3 Comparison of additive manufacturing with traditional manufacturing processes
  • 2.4 Additive manufacturing
  • 2.5 What and why of additive manufacturing
  • 2.6 Development trends in additive manufacturing
  • 2.7 Classification of additive manufacturing methods based on material characteristics
  • 2.7.1 Powder-based additive manufacturing
  • 2.7.1.1 Electron beam melting
  • 2.7.1.2 Selective laser melting
  • 2.7.1.3 Selective laser sintering
  • 2.7.1.4 Laser metal deposition
  • 2.7.1.5 Three-dimensional printing
  • 2.7.2 Liquid-based additive manufacturing
  • 2.7.2.1 Multijet modeling
  • 2.7.2.2 Rapid freeze prototyping
  • 2.7.2.3 Stereolithography
  • 2.7.3 Solid-/filament-based additive manufacturing
  • 2.7.3.1 Fused deposition Modeling
  • 2.7.3.2 Laminated object manufacturing
  • 2.7.3.3 Freeze form extrusion fabrication
  • 2.8 Extensive capabilities of additive manufacturing in the current scenario.
  • 2.9 Application areas of additive manufacturing
  • 2.9.1 Medical manufacturing
  • 2.9.2 Aerospace and automotive manufacturing
  • 2.9.3 Architectural and jewelry manufacturing
  • 2.10 Challenges being taken up by additive manufacturing
  • 2.11 Future applications and technologies of additive manufacturing
  • 2.12 Conclusion
  • References
  • Further reading
  • 3 Addictive manufacturing in the Health 4.0 era: a systematic review
  • 3.1 Background and introduction
  • 3.2 Additive manufacturing process and technologies
  • 3.3 Application in the health-care industry
  • 3.4 Materials and methods
  • 3.4.1 Information sources
  • 3.4.2 Search strategy and study selection
  • 3.4.3 Data collection process
  • 3.5 Results
  • 3.6 Discussion
  • 3.6.1 Global additive manufacturing market
  • 3.6.2 Advantages of additive manufacturing processes
  • 3.6.3 Challenges of additive manufacturing processes
  • 3.6.4 Role of additive manufacturing during pandemic COVID-19
  • 3.7 Conclusion
  • References
  • 4 Integration of reverse engineering with additive manufacturing
  • 4.1 Introduction
  • 4.2 Concept of RE
  • 4.3 Product development by RE and AM
  • 4.4 Integrating RE with AM
  • 4.4.1 Integration of RE and AM by constructing a 3D CAD model from the point cloud and obtaining an STL model for the AM system
  • 4.4.1.1 Data acquisition
  • 4.4.1.2 Processing of acquired data
  • 4.4.1.2.1 Edge-based segmentation
  • 4.4.1.2.2 Region-based segmentation
  • 4.4.1.2.3 Attributes-based segmentation
  • 4.4.1.2.4 Model-based segmentation
  • 4.4.1.3 Surface fitting and CAD model construction
  • 4.4.2 Integrating RE and AM by direct generation of STL model file from point cloud
  • 4.4.3 Integration of RE and AM by Direct Conversion of Data Points to Sliced File
  • 4.5 Data digitization techniques in RE
  • 4.5.1 Noncontact data acquisition RE techniques.
  • 4.5.1.1 Active data acquisition techniques
  • 4.5.1.2 Passive data acquisition techniques
  • 4.5.1.3 Medical imaging RE techniques
  • 4.5.1.4 Contact-based RE techniques
  • 4.6 Summary
  • References
  • II. Additive manufacturing technologies
  • 5 Recent innovative developments on additive manufacturing technologies using polymers
  • 5.1 A brief introduction to AM technologies
  • 5.2 AM market and innovation opportunities
  • 5.3 Innovative AM technologies
  • 5.3.1 AM based on FDM or fused filament fabrication
  • 5.3.1.1 Delta, polar, and selective compliance assembly robot arm (SCARA) FDM
  • 5.3.1.2 Koala 3D printer
  • 5.3.1.3 Continuous 3D printing
  • 5.3.1.4 Melt electrospinning/FDM printing
  • 5.3.1.5 Multiaxis 3D printing
  • 5.3.1.5.1 Rotational axis 3D printing
  • 5.3.1.5.2 Multitool 3D printers
  • 5.3.1.5.3 3D microwave printing
  • 5.3.1.6 Continuous carbon fiber printing
  • 5.3.1.7 AddJoining process
  • 5.3.1.8 Metal parts extrusion via FDM
  • 5.3.1.9 FDM and sintering
  • 5.3.2 AM based on VAT photopolymerization: SLA or digital light processing (DLP)
  • 5.3.2.1 Micro-SLA and direct laser writing (DLW)
  • 5.3.2.2 Computed axial lithography
  • 5.3.2.3 Continuous Liquid Interface Production
  • 5.3.2.4 Continuous single droplet 3DP
  • 5.3.2.5 Freeze-drying DLP
  • 5.3.2.6 High area rapid printing
  • 5.3.3 AM based on powder bed fusion (PBF) or SLS
  • 5.3.3.1 Continuous 3D printing-SLS
  • 5.4 Conclusions and future perspective
  • Acknowledgments
  • References
  • 6 Printing file formats for additive manufacturing technologies
  • 6.1 Introduction
  • 6.2 3D model representation data formats in additive manufacturing techniques
  • 6.2.1 Standard tessellation language format
  • 6.2.2 Additive manufacturing format
  • 6.2.3 3D manufacturing format
  • 6.2.4 OBJ format
  • 6.2.5 Virtual reality modeling language format
  • 6.2.6 Jupiter Tessellation format.
  • 6.2.7 Extensible 3D format
  • 6.2.8 Cubital Facet List format
  • 6.2.9 Solid interchange format
  • 6.2.10 Surface triangle hinted format
  • 6.3 Comparison of 3D model representation data formats
  • 6.4 Sliced model representation data formats in additive manufacturing
  • 6.4.1 Common layer interface format
  • 6.4.2 Layer exchange ASCII format
  • 6.4.3 Stereolithography contour format
  • 6.4.4 Hewlett Packard Graphics Language format
  • 6.4.5 Comparison of sliced model representation data formats in additive manufacturing
  • 6.5 Other additive manufacturing interfaces
  • 6.5.1 Layered manufacturing interface
  • 6.5.2 Rapid prototyping interface
  • 6.5.3 Voxel-based modeling method
  • 6.6 Data exchange standards utilization in additive manufacturing
  • 6.6.1 Standard for the Exchange of Product Model standard
  • 6.6.2 Initial graphics exchange specification standard
  • 6.7 Discussion
  • 6.8 Summary
  • References
  • 7 Additive manufacturing techniques used for preparation of scaffolds in bone repair and regeneration
  • 7.1 Introduction
  • 7.2 Scaffold design
  • 7.2.1 Computer-aided design-based methods
  • 7.2.2 Optimization of topology
  • 7.2.3 Reverse modeling
  • 7.2.4 Mathematical modeling
  • 7.3 Additive manufacturing techniques
  • 7.3.1 Selective laser sintering
  • 7.3.2 Selective laser melting
  • 7.3.3 Extrusion-based printing
  • 7.3.4 Fused deposition modeling
  • 7.3.5 Electron beam melting
  • 7.3.6 Stereolithography
  • 7.3.7 Powder inkjet printing
  • 7.3.8 Electrospinning
  • 7.4 Posttreatments
  • 7.4.1 Heat treatment
  • 7.4.2 Surface treatment
  • 7.4.2.1 Chemical methods of surface modification
  • 7.4.2.2 Acid etching
  • 7.4.2.3 Electrochemical anodization
  • 7.4.3 Coatings
  • 7.4.3.1 Inorganic coatings
  • 7.4.3.2 Organic biomolecule coatings
  • 7.5 Challenges and conclusions
  • References.
  • 8 Cold spray technology: a perspective of nature-inspired feature processing and biomanufacturing by a heatless additive me...
  • 8.1 Introduction: a heatless additive method for nature-inspired, bio- and nanofeatures
  • 8.2 Cold spraying principle and processing conditions for nanopowders
  • 8.3 Development of superhydrophobic properties using the cold spray additive method
  • 8.4 Cold spray additive biomanufacturing of biocompatible coating for surgical implant
  • 8.5 Concluding remarks on the use of CS as nature-inspired and/or biomanufacturing
  • References
  • 9 Preprocessing and postprocessing in additive manufacturing
  • 9.1 Introduction
  • 9.2 Preprocessing in additive manufacturing
  • 9.2.1 Preparation of CAD model
  • 9.2.2 Conversion to STL file
  • 9.2.2.1 Facet orientation rule
  • 9.2.2.2 Adjacency rule or vertex-to-vertex rule
  • 9.2.3 Diagnosis of STL file error
  • 9.2.4 Part orientation
  • 9.2.5 Generation/design of support
  • 9.2.6 Types of support structure
  • 9.2.7 Slicing
  • 9.2.8 Generation of tool path pattern and internal hatching pattern
  • 9.3 Postprocessing in additive manufacturing
  • 9.3.1 Removal of support material
  • 9.3.2 Improvement in surface finish
  • 9.3.3 Improvement in accuracy
  • 9.3.4 Esthetic improvement of additive manufacturing products
  • 9.3.5 Modifying property of additive manufacturing products
  • 9.4 Summary
  • References
  • 10 Computer vision based online monitoring technique: part quality enhancement in the selective laser melting process
  • 10.1 Introduction
  • 10.2 Experimental methods
  • 10.2.1 Design of experiment
  • 10.2.2 Methods and algorithms of analysis
  • 10.2.2.1 Edge detection and analysis
  • 10.2.2.2 Greyscale pixel value calculation and analysis
  • 10.2.2.3 Clustering classification and analysis
  • 10.3 Results and discussion
  • 10.3.1 Edge detection analysis.

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