Proactive Human-Robot Collaboration Toward Human-Centric Smart Manufacturing
- 1st Edition - May 15, 2024
- Authors: Shufei Li, Pai Zheng, Lihui Wang
- Language: English
- Paperback ISBN:9 7 8 - 0 - 4 4 3 - 1 3 9 4 3 - 7
- eBook ISBN:9 7 8 - 0 - 4 4 3 - 1 3 9 4 4 - 4
Proactive Human–Robot Collaboration Toward Human-Centric Smart Manufacturing is driven by an appreciation of manufacturing scenarios where human and robotic agents can understand… Read more
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Request a sales quoteProactive Human–Robot Collaboration Toward Human-Centric Smart Manufacturing is driven by an appreciation of manufacturing scenarios where human and robotic agents can understand each other’s actions and conduct mutual-cognitive, predictable, and self-organizing teamwork. Modern factories’ smart manufacturing transformation and the evolution of relationships between humans and robots in manufacturing tasks set the scene for a discussion on the technical fundamentals of state-of-the-art proactive human–robot collaboration; these are further elaborated into the three main steps (i.e., mutual-cognitive and empathic coworking; predictable spatio-temporal collaboration; self-organizing multiagent teamwork) to achieve an advanced form of symbiotic HRC with high-level, dynamic-reasoning teamwork skills. The authors then present a deployment roadmap and several case studies, providing step-by-step guidance for real-world application of these ground-breaking methods which crucially contribute to the maturing of human-centric, sustainable, and resilient production systems. The volume proves to be an invaluable resource that supports understanding and learning for users ranging from upper undergraduate/graduate students and academic researchers to engineering professionals in a variety of industry contexts.
- Offers pioneering information on an Industry 5.0 topic that has attracted much research interest in recent years
- Takes advantage of a structured and comprehensive approach to seamlessly combine theory, latest technological developments, and their practical applications
- Includes actionable methods, while conceptualizing future implications for smart manufacturing
Post-doc researchers, academics, and graduate students in advanced or highly specialized qualification programs related to smart manufacturing, collaborative robotics, cognitive computing, human-robot interfaces, intelligent automation, artificial intelligence, autonomous systems engineering, and mechanical engineering. The volume can also be leveraged for a 3rd or 4th year undergraduate elective course.
- Cover image
- Title page
- Table of Contents
- Copyright
- List of figures
- List of tables
- Preface
- Acknowledgments
- Chapter 1: Introduction
- Abstract
- 1.1. Transition toward human-centric smart manufacturing
- 1.2. Motivation and vision
- 1.3. Content organization
- References
- Chapter 2: Evolution of human–robot relationships
- Abstract
- 2.1. Human–robot coexistence
- 2.2. Human–robot interaction
- 2.3. Human–robot cooperation
- 2.4. Human–robot collaboration
- 2.5. From HRC to Proactive HRC
- References
- Chapter 3: Fundamentals of proactive human–robot collaboration
- Abstract
- 3.1. Basic notions and connotation
- 3.2. System architecture
- 3.3. Key characteristics
- 3.4. Intelligent robot control and human assistant system
- 3.5. Chapter summary
- References
- Chapter 4: Mutual-cognitive and empathic co-working
- Abstract
- 4.1. Connotation
- 4.2. A mixed-reality and visual reasoning-based framework
- 4.3. Case study
- 4.4. Chapter summary
- References
- Chapter 5: Predictable spatio-temporal collaboration
- Abstract
- 5.1. Connotation
- 5.2. A multimodal human action prediction-based framework
- 5.3. Case study
- 5.4. Chapter summary
- References
- Chapter 6: Self-organizing multi-agent teamwork
- Abstract
- 6.1. Connotation
- 6.2. A temporal subgraph neural network-based framework
- 6.3. Case study
- 6.4. Chapter summary
- References
- Chapter 7: Deployment roadmap of proactive human–robot collaboration
- Abstract
- 7.1. Scene perception
- 7.2. Knowledge representation
- 7.3. Decision making
- 7.4. Collaborative control
- 7.5. Chapter summary
- References
- Chapter 8: Operational modes of industrial proactive human–robot collaboration
- Abstract
- 8.1. Collaborative hierarchical and sequential operations
- 8.2. Interface (MOCA-MAN): Human–robot comanipulation
- 8.3. Physical human–robot interaction: Human skills' learning and adaptation
- 8.4. Chapter summary
- References
- Chapter 9: Case studies of proactive human–robot collaboration in manufacturing
- Abstract
- 9.1. Disassembly of aging electric vehicle batteries
- 9.2. Collaborative drilling of aircraft skin
- References
- Chapter 10: Conclusions and future perspectives
- Abstract
- 10.1. Conclusion
- 10.2. Challenge and future perspectives
- Nomenclature
- Index
- No. of pages: 314
- Language: English
- Edition: 1
- Published: May 15, 2024
- Imprint: Elsevier
- Paperback ISBN: 9780443139437
- eBook ISBN: 9780443139444
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Shufei Li
PZ
Pai Zheng
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