1st Edition
Machine Vision and Industrial Robotics in Manufacturing Approaches, Technologies, and Applications
This book covers the basics of machine vision and robotics in the manufacturing industry. Major applicability of intelligent machines and robotics in the manufacturing sector are explored in three major areas of product traceability, remote product-monitoring, supply chain, logistics, and product record management.
Machine Vision and Industrial Robotics in Manufacturing: Approaches, Technologies, and Applications explains advanced technologies based on AI and Industrial Internet of Things related to smart manufacturing applications.The book introduces the emerging machines and robotics applications that are enabling smart factories initiatives worldwide. The chapters examine labor productivity, factory device installation, and defective product detection. The authors share with readers the modern models, emerging technologies, designs, frameworks, theories, practices, and sustainable approaches to design and implement machine vision with industrial robotics. They also examine the challenging issues associated with the leveraging of technologies related to machine vision, computer vision, robotics, Internet of Things, Industrial IoT technologies, AI-equipped machines, applications, and automatic techniques for intelligent manufacturing systems and smart factory infrastructure in the era of industry 4.0 manufacturing. The authors also examine topics such as the role of existing management and production solutions, their limitations, and future directions in manufacturing industry.
This book targets a mixed audience of students, engineers, scholars, researchers, academics and professionals who are learning, researching, and working in the field of machine vision, AI, IIoT, MV, CV, and robotic technologies from different industries and economics.
Chapter 1. The Role of Machine Vision in Manufacturing and Industrial Revolution 4.0
Alex Khang, Vugar Abdullayev Hajimahmud, Ragimova Nazila Ali, Vladimir Hahanov, Zoran Avramovic, Triwiyanto
Chapter 2. Role of Computer Vision in Manufacturing Industry
Mohd Umar, Mahima Gupta, Rajat Verma, Namrata Dhanda
Chapter 3. Application of Computer Vision in Manufacturing
Roheen Qamar and Baqar Ali Zardari
Chapter 4. Application of Robotics in Manufacturing Industry
Rishabh Didwania, Rajat Verma, Namrata Dhanda
Chapter 5. Application of Industrial Robotics in Manufacturing
Alex Khang, Vugar Abdullayev Hajimahmud, Abuzarova Vusala Alyar, Matlab Khalilov Etibar, Vasila Abbasova Soltanaga, Yitong Niu
Chapter 6. Enabling the Future of Manufacturing: Integration of Robotics and IoT to Smart Factory Infrastructure in Industry 4.0
Kali Charan Rath, Alex Khang, Suresh Kumar Satapathy, Amaresh Kumar, Sudhansu Ranjan Das, Manas Ranjan Panda
Chapter 7. Role of Computer Vision (CV) in Manufacturing: Seeing is Believing
Ankita Nayak, Ipseeta Satpathy, Alex Khang, Arpita Nayak
Chapter 8. Artificial Intelligence (AI) and Internet of Things (IoT) in Manufacturing Sector
Vugar Abdullayev Hajimahmud, Alex Khang, Gardashova Latafat Abbas, Rashad İsmibayli, Jale Agazade Firudin, Khurshudov Dursun
Chapter 9. Artificial Intelligence (AI)-Integrated Internet of Things (IoT) Technology Solutions in Smart Manufacturing Enterprises
Kali Charan Rath, Alex Khang, Srimant Kumar Mishra, Prabin Kumar Patnaik, Gopal Kurushna Mohanty, Taraprasanna Dash, Siksha O Anusandhan
Chapter 10. Multimodal Dialogue Systems in the Era of Artificial Intelligence (AI)-Assisted Industry
Varini Awasthi, Rajat Verma, Namrata Dhanda
Chapter 11. Artificial Intelligence (AI)-Based Human Activity Recognition Using Real Time Videos
Sumita Gupta and Sapna Gambhir
Chapter 12. Application of Industrial Internet of Things (IIoT) Technologies in Manufacturing Industry
Vugar Abdullayev Hajimahmud, Ragimova Nazila Ali, Triwiyanto, Asgarov Taleh Kamran, Mammadov Kanan Hafiz, Abuzarova Vusala Alyar
Chapter 13. Internet of Things (IoT)-Integrated Robotics in Manufacturing
Manjula Devi C, Gobinath A, Srinivasan A, Pavithra Devi R, Rajeswari P
Chapter 14. Robotic Process Automation (RPA) Applications and Tools for Manufacturing Sector
Alex Khang, Kali Charan Rath, Suresh Kumar Satapathy, Amaresh Kumar, Animesh Agrawal
Chapter 15. Robotic in Real-Time Applications for Aviation Devices
Olena Hrybiuk, Maciej Szafrański, Olena Vedishcheva
Chapter 16. Machine Vision And Industrial Robotics In Manufacturing
Rajeswari P, Gobinath A, Suresh Kumar N, Anandan M
Chapter 17. Application of Pressure Sensors in Manufacturing: Improving Efficiency and Risk Mitigation
Arpita Nayak, Atmika Patnaik, Ipseeta Satpathy, B.C.M. Patnaik
Chapter 18. Online Internet of Things (IoT)-based Estimation of SoC, SoH and SoP for Lithium Ion Battery Operated Electric Bus
Reshma P. and Joshi Manohar
Chapter 19. Influence of Internal and External Conditions on Floating Solar Photovoltaic (FPV) System with Internet of Things (IoT)
Dhass A. D., Ganesh Babu L., Dhiren Patel R.
Chapter 20. Analysis on Internet of Things (IoT)-Integrated Technology in Smart Factory
Gurwinder Singh, Priya L., Kumar P., Karthika J., Saikumar Tara, Nidhya M. S.
Chapter 21: Revolutionizing Manufacturing: The Impact of Internet of Things (IoT) Technologies in Smart Factories
Hammad Shahab, Muhammad Mohsin Waqas, Muthmainnah Muthmainnah
Chapter 22. Green Intelligent and Sustainable Manufacturing: Key Advancements, Benefits, Challenges, and Applications for Transforming Industry
Alex Khang and Shalom Akhai
Chapter 23. Enterprise Resource Planning (ERP) and Accounting Information System (AIS): Modeling the Relationship in Manufacturing
Md Halimuzzaman, Jaideep Sharma, Alex Khang
Chapter 24. Ransomware Resilience Strategies for Manufacturing Systems: Safeguarding the Enterprise Resource Planning (ERP) and Human Resource Management (HRM) Data
J. A. Raja, Alex Khang, R. Vani
Chapter 25. Breaking Barriers: Empowering Women in Manufacturing with Machine Vision and Industrial Robotics
Prashasti Pritiprada, Ipseeta Satpathy, Alex Khang, B. C. M. Patnaik
Chapter 26. Optimization of Data-Transferred Machine and Cloud Data Platform Integration in Industrial Robotics for Enhanced Manufacturing Efficiency
Tarun Kumar Vashishth, Vikas Sharma, Bhupendra Kumar, Kewal Krishan Sharma
Biography
Dr. Alex Khang is a professor in information technology at the Universities of Science and Technology in Vietnam and United States; AI and data scientist, software industry expert, and the chief of technology officer (AI and Data Science Research Center) at the Global Research Institute of Technology and Engineering, North Carolina, United States. He has more than 28 years of teaching and research experience in information technology (Software Development, Database Technology, AI Engineering, Data Engineering, Data Science, Data Analytics, IoT-based Technologies, and Cloud Computing) at the Universities of Science and Technology in Vietnam, India, and USA.
Dr. Anuradha Misra, Assistant Professor, Department of Computer Science & Engineering, Amity School of Engineering and Technology, Amity University Uttar Pradesh, Lucknow Campus, India. She is in teaching profession in higher education for the past 14 years. She is the member of professional bodies like IAENG, IET (UK), Lifetime member AUN Research Labs, Member of IEDRC (International Economics Development and Research Center). Her main area of interest includes Database security, Software Engineering, Deep learning, Data Science and Machine Learning.
Dr. Vugar Abdullayev, Doctor of technical Sciences, is an associate professor, Azerbaijan State Oil and Industry University. Baku, Azerbaijan. He has completed his Ph.D. in computer science in the year 2005. He is currently as an associate professor of the “Computer engineering” department at the Azerbaijan State Oil and Industry University, Baku, Azerbaijan. He is author of 61 scientific papers. His researchers related to the study of the cyber physical systems, IoT, big data, smart city and information technologies.
Prof. Dr. Eugenia Litvinova, Doctor of Science, Professor of Computer Engineering Faculty, Design Automation Department, Kharkov National University of Radio Electronics, Ukraine. Her research areas: Digital Systems Testing and Testable Design, SoC Design Verification. Brain-like computing. New Technology in Education.
