Advances in Sustainable Machining and Manufacturing Processes

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This text provides an in-depth overview of sustainability in machining processes, challenges during machining of difficult-to-cut materials and different ways of green machining in achieving sustainability.

It discusses important topics including green and sustainable machining, dry machining, textured cutting coated tools for machining, solid lubricants-based machining, gas-cooled machining, cryogenic cooling for intelligent machining, artificial neural network for machining, big data based machining, and hybrid intelligent machining.

This book-

    • Covers advances in sustainable machining such as gas-cooled machining, near dry machining, and minimum quantity lubrication.

    • Explores use of big data, machine learning and artificial intelligence for machining processes.

    • Provides case studies and experimental design as well as results with analysis focusing on achieving sustainability.

    • Discusses artificial intelligence and machine learning based machining processes.

    • Cover the latest applications of sustainable manufacturing for a better understanding of the concepts.

    The text is primarily written for senior undergraduate, graduate students, and researchers in the fields of mechanical, manufacturing, industrial, production engineering and materials science.

    Author(s): Kishor Kumar Gajrani, Arbind Prasad, Ashwani Kumar
    Series: Mathematical Engineering, Manufacturing, and Management Sciences
    Publisher: CRC Press
    Year: 2022

    Language: English
    Pages: 327
    City: Boca Raton

    Cover
    Half Title
    Series Page
    Title Page
    Copyright Page
    Dedication
    Table of Contents
    Preface
    Acknowledgment
    Editors
    Contributors
    Introduction
    Part I: Sustainable Machining
    Chapter 1: Challenges in Machining of Advanced Materials
    1.1 Introduction
    1.2 Machining Process and Materials
    1.2.1 Cutting Tool
    1.2.2 Material Selection
    1.2.3 Types of Machining Techniques
    1.3 Tool Wear/Life Span and Commercial Metal Cutting
    1.4 Machinability
    1.5 Machining Process Selection
    1.5.1 Challenges Related to Machining
    1.5.2 Practical Aspects and Developments
    1.6 Conclusion
    References
    Chapter 2: Machining by Advanced Ceramics Tools: Challenges and Opportunities
    2.1 Introduction
    2.2 Cutting Tool Based on Ceramic Materials
    2.2.1 Ceramic Tools Based on Aluminum Oxide
    2.2.2 Ceramics Tools Based on Silicon Nitride
    2.2.3 Ceramic Tools Based on Composite Materials
    2.2.4 Enhance the Cutting Properties with Coatings
    2.2.5 Textured-Surface Ceramic Cutting Tools
    2.3 Effects of Methods of Manufacturing on the Properties of Ceramic Cutting Tools
    2.3.1 Contact Manufacturing
    2.3.1.1 Hot Pressing
    2.3.1.2 Spark Plasma Sintering
    2.3.2 Noncontact Manufacturing Methods
    2.3.2.1 Microwave Sintering
    2.3.2.2 Self-Propagation High-Temperature Synthesis
    2.4 Effect of Different Processing Conditions on Ceramic Cutting Tools
    2.5 Conclusion
    2.6 Future Scope
    References
    Chapter 3: Characterization and Evaluation of Eco-Friendly Cutting Fluids
    3.1 Introduction
    3.2 Characterization of Novel Cutting Fluids
    3.3 Basic Characterization Studies
    3.3.1 Density
    3.3.2 Viscosity and Rheological Studies
    3.3.3 Specific Heat
    3.3.4 Thermal Conductivity
    3.3.5 Stability and Biodegradability Test
    3.3.6 pH Test
    3.3.7 Foam Test
    3.3.8 Refractive Index
    3.3.9 Thermogravimetric Analysis
    3.3.10 Fourier-Transform Infrared Spectroscopy Analysis
    3.4 Advanced Characterization Studies
    3.4.1 Tribological Performance Studies of Developed Cutting Fluid
    3.4.1.1 Anti-Wear Test
    3.4.1.2 Coefficient of Friction
    3.4.1.3 Wear Surface Characteristics
    3.4.2 Wettability Study
    3.4.3 Corrosion Study
    3.4.4 Acute Skin Irritation Test
    3.5 Summary
    References
    Chapter 4: Advances in Textured Cutting Tools for Machining
    4.1 Introduction
    4.2 Texturing Processes
    4.2.1 Micro-Plasma Transferred Arc
    4.2.2 Micro Grinding
    4.2.3 Micro-Electrical-Discharge Machining
    4.2.4 Focused Ion Beam Machining
    4.2.5 Ultrasonic Machining
    4.2.6 Micro Indentation
    4.2.7 Chemical Etching
    4.2.8 Laser Surface Texturing
    4.3 Advances in the Machining Performance Using Textured Cutting Tools
    4.4 Summary and Conclusion
    References
    Chapter 5: Advances in MQL Machining
    5.1 Introduction
    5.1.1 Heat Generation in Machining
    5.1.2 Role of MWF in Machining
    5.1.3 Flood Lubrication/Cooling System
    5.1.4 Dry Machining System
    5.1.5 Need for Alternative System
    5.1.6 MQL and Its Advantages
    5.1.7 MQL: A Comparison with Other Systems
    5.2 Sustainable Manufacturing and Clean Machining
    5.2.1 Challenges in Sustainability and MQL
    5.2.1.1 Cooling Effect
    5.2.1.2 Workpiece that is Difficult to Machine
    5.2.1.3 Formation of Chips
    5.2.1.4 Selection of Optimized Parameters
    5.2.1.5 Economic Factors
    5.2.1.6 Machining and High-Speed Machining
    5.2.1.7 Formation of Mist
    5.2.1.8 Lack of Numerically Simulated Data
    5.3 Advances in MQL
    5.3.1 Advancement of MQL Concerning Industry 4.0 Standards
    5.3.2 Awareness among Researchers
    5.3.3 SMEET Framework
    5.3.4 MQL Supply System
    5.4 Conclusion
    References
    Chapter 6: Nanofluids Application for Cutting Fluids
    6.1 Introduction
    6.2 Machining and Sustainability
    6.2.1 Dry Machining and Semi-Dry Machining
    6.2.1.1 Dry Machining
    6.2.1.2 Semi-Dry Machining
    6.3 Application of MQL in Machining Processes
    6.4 MQL and Machining Parameters
    6.5 Improving MQL Lubrication
    6.6 Nature of Heat Transfer in Nanoparticles
    6.7 Nanomaterials for Nanofluids
    6.7.1 Nonmetallic Nanoparticle Dispersion
    6.7.2 Metallic Nanoparticle Dispersion
    6.7.3 Carbon Nanotube Dispersion
    6.8 Hybrid Nanofluids
    6.9 Machine Tools Application
    6.9.1 Grinding
    6.9.2 Turning
    6.9.3 Milling
    6.9.4 Drilling
    6.10 Nanofluids: Effect on Machining Parameters
    6.10.1 Cutting Force
    6.10.2 Surface Roughness
    6.10.3 Machining Temperature
    6.10.4 Tool Wear
    6.10.5 Environmental Aspects
    6.11 Difficulties of Applying Nanofluids in Machining
    6.12 Conclusion
    References
    Chapter 7: Nanofluids for Machining in the Era of Industry 4.0
    7.1 Introduction
    7.2 Preparation of the Nanofluids
    7.3 Types of Nanofluids
    7.3.1 Graphene-Based Nanofluids
    7.3.2 Carbon Nanotube–Based Nanofluids
    7.3.3 Al 2 O 3 -Based Nanofluids
    7.3.4 MoS 2 -Based Nanofluids
    7.3.5 Pentaerythritol Rosin Ester–Based Nanofluids
    7.4 Sustainability Evaluation of Nanofluids
    7.5 Applications of Nanofluids in Modern Machining Operations
    7.6 Conclusion and Future Trends
    Acknowledgments
    References
    Chapter 8: Ionic Liquids as a Potential Sustainable Green Lubricant for Machining in the Era of Industry 4.0
    8.1 Introduction
    8.2 Fundamental of MWFs
    8.2.1 Definition, Purpose, and Types of MWFs
    8.2.2 Supply Methods of MWFs
    8.3 What Are Ionic Liquids?
    8.4 Potential of ILs in Machining
    8.5 Effect of ILs on Machining Parameters
    8.5.1 Effect of ILs on Machining Forces
    8.5.2 Effect of ILs on Surface Roughness
    8.5.3 Mechanism of Tool Wear Lubricated with ILs
    8.5.4 Physicochemical Properties of ILs on Machining Conditions
    8.5.5 Effect of ILs Concentrations on Machining
    8.6 Conclusion and Outlook
    References
    Chapter 9: Sustainable Electrical Discharge Machining Process: A Pathway
    9.1 Introduction
    9.2 Description of EDM Process
    9.2.1 Conventional EDM and Its Variants
    9.2.2 Micro-EDM Process
    9.3 Classification of Dielectric
    9.3.1 Hydrocarbon-Based Dielectric
    9.3.2 Water-Based Dielectric
    9.3.3 Gaseous-Based Dielectric
    9.4 Environmentally Friendly Dielectrics for Achieving Sustainability in EDM
    9.4.1 Bio-Friendly Alternatives
    9.5 Development of Dry to Near-Dry EDM for Sustainability
    9.5.1 Dry EDM
    9.5.2 Near-Dry EDM
    9.6 Conclusion
    References
    Chapter 10: Sustainable Abrasive Jet Machining
    10.1 Introduction
    10.2 Why Is AJM Preferred?
    10.3 Evaluation of AJM in Terms of Environmentally Friendly Cutting
    10.4 Theory of AJM
    10.5 Machining Quality and Performance in AJM
    10.6 Concluding Remarks
    References
    Chapter 11: Artificial Neural Networks for Machining
    11.1 Introduction to Artificial Neural Networks
    11.2 Why Are ANNs Used?
    11.3 ANNs in Machining?
    11.4 ANN Applications in Machining
    11.5 Concluding Remarks
    References
    Chapter 12: Machining and Vibration Behavior of Ti-TiB Composites Processed through Powder Metallurgy Techniques
    12.1 Introduction
    12.2 Materials and Methods
    12.3 Results and Discussion
    12.3.1 Variation of the MRR with Respect to Current and Gap Voltage
    12.3.2 Variation of the TWR with Respect to Current and Gap Voltage
    12.3.3 Variation of Machining Time with Respect to Current and Gap Voltage
    12.3.4 Damping Analysis
    12.4 Conclusion
    References
    Chapter 13: Numerical Analysis of Machining Forces and Shear Angle during Dry Hard Turning
    13.1 Introduction
    13.2 Experimental Procedures
    13.2.1 2D FEM Formulation of Orthogonal Cutting
    13.2.2 Boundary Conditions
    13.2.3 Element Formulation
    13.2.4 Material Model
    13.2.5 Contact Properties
    13.2.6 ALE Adaptive Meshing Technique
    13.3 Results and Discussion
    13.3.1 Cutting Force Model Validation
    13.3.2 Variation of Shear Angle
    13.4 Conclusion
    References
    Chapter 14: Machining Performance Evaluation of Titanium Biomaterial, Ti6Al4V in CNC cylindrical turning Using CBN Insert
    14.1 Introduction
    14.2 Literature Review
    14.3 Materials and Methods
    14.3.1 Input Machining Parameters
    14.3.1.1 Cutting Speed
    14.3.1.2 Depth of Cut
    14.3.1.3 Feed
    14.3.2 Selection of Response Variables
    14.3.2.1 Machining Forces
    14.3.2.2 Surface Roughness
    14.3.2.3 Acoustic Emission Signal Parameters
    14.3.3 Selection of Workpiece Material
    14.3.4 Tool Material
    14.3.5 Cutting Tool and Tool Holder
    14.3.6 Experimental Procedure
    14.3.7 Machine Tool and Measuring Instruments
    14.3.7.1 CNC Lathe
    14.3.7.2 Cutting Force Dynamometer
    14.3.7.3 Surface Roughness Tester
    14.3.7.4 Digital Microscope
    14.4 Results and Discussion
    14.4.1 Cutting Force Analysis
    14.4.2 Surface Roughness Analysis
    14.4.3 Tool Wear Analysis
    14.4.4 AE Analysis
    14.5 Conclusion
    14.6 Future Scope
    References
    Part II: Manufacturing Processes
    Chapter 15: Industrial Internet of Things in Manufacturing
    15.1 Introduction
    15.2 IIOT Architecture, Communication Protocols, and Data Management
    15.2.1 IIOT Architectures
    15.2.2 Communication Protocols
    15.2.3 Data Management in the IIOT
    15.3 Industrial Automation Software Design Methodologies
    15.3.1 Component-Based Software Systems
    15.3.2 Multi-Agent-Based Models
    15.3.3 SOA
    15.3.4 MDE
    15.4 Future Scope
    15.5 Conclusion
    References
    Chapter 16: Improvement in Forming Characteristics Resulted in Incremental Sheet Forming
    16.1 Introduction
    16.2 Forming Characteristics in ISF
    16.3 Deformation Mechanism and Its Influence on Forming Characteristics
    16.4 Experimental and Numerical Investigations on Forming Characteristics
    16.5 Forming Characteristics as a Function of Tool Path and Forming Strategies
    16.6 Improvement in Process Capabilities by Process Variations
    16.6.1 Heat-Assisted Modifications
    16.6.2 Process Modification
    16.7 Conclusion
    References
    Chapter 17: Deformation Mechanism of Polymers, Metals, and Their Composites in Dieless Forming Operations
    17.1 Introduction
    17.2 Deformation Mechanism in Metals and Metal Alloys
    17.3 ISF of Polymers and Composites: Feasibility and Deformation Mechanisms
    17.3.1 ISF Studies in Polymers
    17.3.2 ISF Applied to Composites
    17.4 Conclusion
    References
    Chapter 18: Sustainable Polishing of Directed Energy Deposition–Based Cladding Using Micro-Plasma Transferred Arc
    18.1 Introduction
    18.1.1 Ultrasonic Surface Treatment
    18.1.2 Machining
    18.1.3 Surface Finishing Using Energy Beam Irradiation
    18.2 Experimental Details
    18.2.1 Experimental Apparatus and Materials Used
    18.2.2 Process Parameters for Experimentation
    18.2.3 Investigation of Performance Characteristics
    18.3 Result and Discussions
    18.3.1 Microstructure and Microhardness
    18.3.2 Scratch and Wear Resistance
    18.3.3 Surface Deviation
    18.4 Conclusion
    References
    Index