Digital and Collaborative Systems for Innovative Manufacturing

Section 1 Principles and essentials of digital
and collaborative systems in manufacturing
1 Foundations of the human digital twin in human-in-the-loop
collaborative manufacturing systems: Concepts, frameworks,
and models
Xing Wang, Travis Augenstein, Dipesh Patel, Zeqiang Zhu,
and Yuqian Lu

1 Introduction

2 HDT concept

3 Challenges in designing HDT for HiLoCS

4 Taxonomy of human needs in the manufacturing field

5 Mapping human needs to HDT

6 Conclusion
References
2 Enabling technologies for digital manufacturing and intelligent
factory systems
Chenyu Zheng and Zixiang Li

1 Introduction

2 Problem description and CP model

3 Knowledge-based co-evolutionary algorithm

4 Experimental tests and results

5 Conclusion and future work
References
3 Digital transformation and emerging technologies in
manufacturing: Integrating human-centered design with Industry
4.0 and 5.0 innovations
Manish Sharma

1 Introduction

2 Materials and methods

3 Formal analysis and investigation, validation, calculation,
and expression of results

4 Discussion and evaluation

5 Conclusion
Acknowledgments
References
4 Online detection of backlash in an industrial robot using neural
network methods
Yohanathan Kumaran and Chee Pin Tan

1 Introduction

2 Nonlinear autoregressive network with exogenous
inputs (NARX) method

3 Anomaly detection using a deep-learning approach 000

4 Long short-term memory

5 Autoencoder

6 Results and discussion

7 Conclusion
References
Section 2 Digital and collaborative manufacturing
ecosystem
5 Operationalizing the human digital twin: Core functions
and use cases in collaborative manufacturing systems
Xing Wang, Travis Augenstein, Dipesh Patel, Zeqiang Zhu,
and Yuqian Lu

1 Introduction

2 Applications and services

3 Use cases

4 Conclusion and future research directions
References
6 AI-Based predictive maintenance and quality diagnosis in battery
manufacturing
Jingyuan Zhao and Andrew F. Burke

1 Introduction

2 System framework and architecture

3 Formal analysis and validation

4 Discussion and evaluation

5 Conclusion
References
7 Digital transformation of medical manufacturing through
multiscale and multimodal data
Jishizhan Chen

1 Introduction

2 Macroscale: Imaging-guided implant manufacturing

3 Mesoscale: Digital biofabrication of tissue models

4 Multiscale data and digital modeling in drug design

5 Cellular scale: Automated cell therapy production

6 Challenges and future direction
References
8 Digital transformation in furniture manufacturing:
A case study of practical implementation
Chao Liu, Ben Clegg, Balint Newton Turcsanyi, James Mercy,
and Dominic Boniface

1 Introduction

2 Materials and methods

3 Formal analysis and investigation, validation, calculation,
and expression of results

4 Validation, calculation and expression of results

5 Discussion and evaluation

6 Summary and conclusions
Acknowledgments
References
9 Investigation of barriers and challenges and an improvement
proposal for adopting Industry 4.0-based technologies in the
lean-agile supply chain of the UK manufacturing sector
Elif Cirkin Hawkins

1 Introduction

2 Materials and methods

3 Formal analysis and investigation, validation, calculation,
and expression of results

4 Discussion and evaluation

5 Conclusion
References
10 Advanced solder materials for the manufacturing industry:
Evolution, materials design, microstructural stability, reliability,
and future directions
Jayesh Shanthi Bhavan

1 Introduction

2 Historical evolution of solder materials over the last three decades

3 Phase diagrams

4 Functional requirements of solder materials in manufacturing

5 Thermodynamics, phase equilibria, and solidification behavior

6 Major alloy families

7 Wetting, solderability, and process compatibility

8 Substrate metallurgy, surface finishes, and interfacial
engineering

9 Microstructure and the central role of β-Sn anisotropy

10 IMCs: Formation, growth, and stability

11 Mechanical behavior: Elasticity, plasticity, creep, and fracture

12 Thermal fatigue, thermomechanical fatigue, and drop/shock
reliability

13 Electromigration and current-induced damage

14 Corrosion, oxidation, and tin whiskers

15 Low-temperature solders

16 Composite, microalloyed, and nano-reinforced solders

17 Characterization and modeling approaches

18 Small-angle neutron scattering (SANS) analysis

19 Sustainability, cost, and industrial manufacturability

20 Critical synthesis of the literature

21 Future directions

22 Conclusion
References
11 Tribological behavior of graphite nanoparticle-based
cutting fluids in manufacturing operations
Ganesan Kanagaraj

1 Introduction

2 Materials and methods

3 Conclusion
References
12 Manufacturing-oriented enhancement of corner machining
through path modification in wire electrical discharge machining
Ganesan Kanagaraj

1 Introduction

2 Materials and methods

3 Discussion and evaluation

4 Conclusion
Acknowledgements
References
Innovations