Artificial Intelligence Techniques For Networked Manufacturing Enterprises Management

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Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management

Lyes Benyoucef,Bernard Grabot
Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management Book PDF

Author : Lyes Benyoucef,Bernard Grabot
Publisher : Springer Science & Business Media
Page : 516 pages
File Size : 49,7 Mb
Release : 2010-05-10
Category : Computers
ISBN : 9781849961196

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Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management by Lyes Benyoucef,Bernard Grabot Pdf

Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management addresses prominent concepts and applications of AI technologies in the management of networked manufacturing enterprises. The aim of this book is to align latest practices, innovation and case studies with academic frameworks and theories, where AI techniques are used efficiently for networked manufacturing enterprises. More specifically, it includes the latest research results and projects at different levels addressing quick-response system, theoretical performance analysis, performance and capability demonstration. The role of emerging AI technologies in the modelling, evaluation and optimisation of networked enterprises’ activities at different decision levels is also covered. Artificial Intelligence Techniques for Networked Manufacturing Enterprises Management is a valuable guide for postgraduates and researchers in industrial engineering, computer science, automation and operations research.

Advances in Information and Communication

Kohei Arai,Rahul Bhatia
Advances in Information and Communication Book PDF

Author : Kohei Arai,Rahul Bhatia
Publisher : Springer
Page : 1061 pages
File Size : 49,9 Mb
Release : 2019-02-01
Category : Technology & Engineering
ISBN : 9783030123888

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Advances in Information and Communication by Kohei Arai,Rahul Bhatia Pdf

This book presents a remarkable collection of chapters that cover a wide range of topics in the areas of information and communication technologies and their real-world applications. It gathers the Proceedings of the Future of Information and Communication Conference 2019 (FICC 2019), held in San Francisco, USA from March 14 to 15, 2019. The conference attracted a total of 462 submissions from pioneering researchers, scientists, industrial engineers, and students from all around the world. Following a double-blind peer review process, 160 submissions (including 15 poster papers) were ultimately selected for inclusion in these proceedings. The papers highlight relevant trends in, and the latest research on: Communication, Data Science, Ambient Intelligence, Networking, Computing, Security, and the Internet of Things. Further, they address all aspects of Information Science and communication technologies, from classical to intelligent, and both the theory and applications of the latest technologies and methodologies. Gathering chapters that discuss state-of-the-art intelligent methods and techniques for solving real-world problems, along with future research directions, the book represents both an interesting read and a valuable asset.

Artificial Intelligence and Machine Learning in Business Management

Sandeep Kumar Panda,Vaibhav Mishra,R. Balamurali,Ahmed A. Elngar
Artificial Intelligence and Machine Learning in Business Management Book PDF

Author : Sandeep Kumar Panda,Vaibhav Mishra,R. Balamurali,Ahmed A. Elngar
Publisher : CRC Press
Page : 278 pages
File Size : 47,8 Mb
Release : 2021-11-05
Category : Business & Economics
ISBN : 9781000432114

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Artificial Intelligence and Machine Learning in Business Management by Sandeep Kumar Panda,Vaibhav Mishra,R. Balamurali,Ahmed A. Elngar Pdf

Artificial Intelligence and Machine Learning in Business Management The focus of this book is to introduce artificial intelligence (AI) and machine learning (ML) technologies into the context of business management. The book gives insights into the implementation and impact of AI and ML to business leaders, managers, technology developers, and implementers. With the maturing use of AI or ML in the field of business intelligence, this book examines several projects with innovative uses of AI beyond data organization and access. It follows the Predictive Modeling Toolkit for providing new insight on how to use improved AI tools in the field of business. It explores cultural heritage values and risk assessments for mitigation and conservation and discusses on-shore and off-shore technological capabilities with spatial tools for addressing marketing and retail strategies, and insurance and healthcare systems. Taking a multidisciplinary approach for using AI, this book provides a single comprehensive reference resource for undergraduate, graduate, business professionals, and related disciplines.

Artificial Intelligence and Industrial Applications

Tawfik Masrour,Ibtissam El Hassani,Noureddine Barka
Artificial Intelligence and Industrial Applications Book PDF

Author : Tawfik Masrour,Ibtissam El Hassani,Noureddine Barka
Publisher : Springer Nature
Page : 318 pages
File Size : 48,5 Mb
Release : 2023-10-16
Category : Technology & Engineering
ISBN : 9783031435249

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Artificial Intelligence and Industrial Applications by Tawfik Masrour,Ibtissam El Hassani,Noureddine Barka Pdf

Amid the dynamic growth of artificial intelligence, this book presents a collection of findings and advancements from the second edition of the A2IA-Artificial Intelligence and Industrial Applications conference. The conference, hosted by ENSAM-Meknès at Moulay Ismail University, Morocco, fosters knowledge exchange in AI, focusing primarily on its industrial applications. Covering a wide range of topics, the book highlights the adaptable nature of AI and its increasing impact on industrial sectors. It brings together contributions from an international cohort of researchers, discussing themes such as intelligent manufacturing and maintenance, intelligent supply chain management, various modes of learning including supervised, unsupervised, reinforcement, semi-supervised, and graph-based, as well as neural networks, deep learning, planning, and optimization. A defining feature of this edition is its extensive scope and emphasis on the practical applications of AI, along with its foundational elements. It facilitates an understanding of AI's current state and potential future direction, showcasing recent developments that bridge the gap between theory and practice. Designed for a diverse readership, this book is of interest to AI practitioners, academics, and enthusiasts, as well as to those new to the field. It provides an opportunity to explore AI's critical role in industrial applications, and the practical insights it offers are likely to be beneficial for decision-making within industrial settings.

Machine Learning and Artificial Intelligence with Industrial Applications

Diego Carou,Antonio Sartal,J. Paulo Davim
Machine Learning and Artificial Intelligence with Industrial Applications Book PDF

Author : Diego Carou,Antonio Sartal,J. Paulo Davim
Publisher : Springer Nature
Page : 216 pages
File Size : 54,5 Mb
Release : 2022-03-11
Category : Technology & Engineering
ISBN : 9783030910068

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Machine Learning and Artificial Intelligence with Industrial Applications by Diego Carou,Antonio Sartal,J. Paulo Davim Pdf

This book presents the tools used in machine learning (ML) and the benefits of using such tools in facilities. It focus on real life business applications, explaining the most popular algorithms easily and clearly without the use of calculus or matrix/vector algebra. Replete with case studies, this book provides a working knowledge of ML current and future capabilities and the impact it will have on every business. It demonstrates that it is also possible to carry out successful ML and AI projects in any manufacturing plant, even without fully fulfilling the five V (Volume, Velocity, Variety, Veracity and Value) usually associated with big data. This book takes a closer look at how AI and ML are also able to work for industrial area, as well as how you could adapt some of the standard tips and techniques (usually for big data) for your own needs in your SME. Organizations which first understand these tools and know how to use them will benefit at the expense of their rivals.

Reinventing Manufacturing and Business Processes Through Artificial Intelligence

Geeta Rana,Alex Khang,Ravindra Sharma,Alok Kumar Goel,Ashok Kumar Dubey
Reinventing Manufacturing and Business Processes Through Artificial Intelligence Book PDF

Author : Geeta Rana,Alex Khang,Ravindra Sharma,Alok Kumar Goel,Ashok Kumar Dubey
Publisher : CRC Press
Page : 193 pages
File Size : 53,8 Mb
Release : 2021-12-14
Category : Business & Economics
ISBN : 9781000506044

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Reinventing Manufacturing and Business Processes Through Artificial Intelligence by Geeta Rana,Alex Khang,Ravindra Sharma,Alok Kumar Goel,Ashok Kumar Dubey Pdf

This edited book describes how newly emerging Artificial Intelligence (AI) technologies will provide unprecedented opportunities to penetrate technology and automation into everything we do, and at the same time, provide a huge playing field for businesses to develop newer models to capture market share. It establishes a milestone in understanding global transformational changes occurring in the manufacturing and corporate world due to AI and tries to find powerful and sophisticated solutions that will improve and streamline operations. Reinventing Manufacturing and Business Processes Through Artificial Intelligence will be of interest to students, researchers, and professionals of the AI community as well as interdisciplinary researchers.

Artificial Intelligence Paradigms for Smart Cyber-Physical Systems

Luhach, Ashish Kumar,Elçi, Atilla
Artificial Intelligence Paradigms for Smart Cyber Physical Systems Book PDF

Author : Luhach, Ashish Kumar,Elçi, Atilla
Publisher : IGI Global
Page : 392 pages
File Size : 52,6 Mb
Release : 2020-11-13
Category : Computers
ISBN : 9781799851028

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Artificial Intelligence Paradigms for Smart Cyber-Physical Systems by Luhach, Ashish Kumar,Elçi, Atilla Pdf

Cyber-physical systems (CPS) have emerged as a unifying name for systems where cyber parts (i.e., the computing and communication parts) and physical parts are tightly integrated, both in design and during operation. Such systems use computations and communication deeply embedded in and interacting with human physical processes as well as augmenting existing and adding new capabilities. As such, CPS is an integration of computation, networking, and physical processes. Embedded computers and networks monitor and control the physical processes, with feedback loops where physical processes affect computations and vice versa. The economic and societal potential of such systems is vastly greater than what has been realized, and major investments are being made worldwide to develop the technology. Artificial Intelligence Paradigms for Smart Cyber-Physical Systems focuses on the recent advances in Artificial intelligence-based approaches towards affecting secure cyber-physical systems. This book presents investigations on state-of-the-art research issues, applications, and achievements in the field of computational intelligence paradigms for CPS. Covering topics that include autonomous systems, access control, machine learning, and intrusion detection and prevention systems, this book is ideally designed for engineers, industry professionals, practitioners, scientists, managers, students, academicians, and researchers seeking current research on artificial intelligence and cyber-physical systems.

Applications and Markets for Cooperating Objects

Stamatis Karnouskos,Pedro José Marrón,Giancarlo Fortino,Luca Mottola,José Ramiro Martínez-de Dios
Applications and Markets for Cooperating Objects Book PDF

Author : Stamatis Karnouskos,Pedro José Marrón,Giancarlo Fortino,Luca Mottola,José Ramiro Martínez-de Dios
Publisher : Springer Science & Business Media
Page : 129 pages
File Size : 46,9 Mb
Release : 2014-01-06
Category : Technology & Engineering
ISBN : 9783642454011

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Applications and Markets for Cooperating Objects by Stamatis Karnouskos,Pedro José Marrón,Giancarlo Fortino,Luca Mottola,José Ramiro Martínez-de Dios Pdf

This book provides an overview and an insight in cooperative objects and defines the classification of topics into the different areas. A significant number of researchers and industrial partners were contacted in order to prepare the roadmap. The book presents of the main results provided by the corresponding European project "CONET".

Artificial Intelligence Applications in Manufacturing

A. Fazel Famili,Dana S. Nau,Steven H. Kim
Artificial Intelligence Applications in Manufacturing Book PDF

Author : A. Fazel Famili,Dana S. Nau,Steven H. Kim
Publisher : Menlo Press, Calif. : AAAI Press/MIT Press
Page : 486 pages
File Size : 49,5 Mb
Release : 1992
Category : Computers
ISBN : UOM:39015023869285

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Artificial Intelligence Applications in Manufacturing by A. Fazel Famili,Dana S. Nau,Steven H. Kim Pdf

The past decade has seen considerable advances in CAE tools that employ leading-edge artificial intelligence techniques and that can be used with CAD/CAM tools to reduce design costs. In three parts, this book covers current Al applications that can prove beneficial in the design and planning stages of manufacturing, that can assist in solving scheduling and control problems, and that can be used in manufacturing integration.A. F. Famili is Research Scientist at the Knowledge Systems Laboratory of the National Research Council of Canada. Steven H. Kim is Visiting Fellow at the Design Research Institute, Cornell University. Dana S. Nau an Associate Professor in the Computer Science Department at the University of Maryland.Contents: Application of Machine Learning to Industrial Planning and Decision Making. Incorporating Special Purpose Resource Design in Planning to Make More Efficient Plans. Geometric Reasoning Using a Feature Algebra. Backward Assembly Planning Symmetry Groups in Solid Model-Based Assembly Planning. An Expert System Approach for Economic Evaluation of Machining Operation Planning. Interactive Problem Solving for Production Planning. An Abstraction-Based Search and Learning Approach for Effective Scheduling. ADDYMS: Architecture for Distributed Dynamic Manufacturing Scheduling. An Architecture for Real Time Distributed Scheduling. Teamwork Among Intelligent Agents: Framework and Case Study in Robotic Service. Exploiting Local Flexibility During Execution of Precomputed Schedules. Symbolic Representation and Planning for Robot Control Systems in Manufacturing. An Architecture for Integrating Enterprise Automation. An Intelligent Agent Framework for Enterprise Integration. Integrated Software System for Intelligent Manufacturing. Enterprise Management Network Architecture: A Tool for Manufacturing Enterprise Integration. Design and Manufacturing: Integration through Quality.

Computational Intelligence for Modern Business Systems

Sandeep Kautish,Prasenjit Chatterjee,Dragan Pamucar,N. Pradeep,Deepmala Singh
Computational Intelligence for Modern Business Systems Book PDF

Author : Sandeep Kautish,Prasenjit Chatterjee,Dragan Pamucar,N. Pradeep,Deepmala Singh
Publisher : Springer Nature
Page : 523 pages
File Size : 48,8 Mb
Release : 2023-12-05
Category : Technology & Engineering
ISBN : 9789819953547

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Computational Intelligence for Modern Business Systems by Sandeep Kautish,Prasenjit Chatterjee,Dragan Pamucar,N. Pradeep,Deepmala Singh Pdf

This book covers the applications of computational intelligence techniques in business systems and advocates how these techniques are useful in modern business operations. The book redefines the computational intelligence foundations, the three pillars - neural networks, evolutionary computation, and fuzzy systems. It also discusses emerging areas such as swarm intelligence, artificial immune systems (AIS), support vector machines, rough sets, and chaotic systems. The other areas have also been demystified in the book to strengthen the range of computational intelligence techniques such as expert systems, knowledge-based systems, and genetic algorithms. Therefore, this book will redefine the role of computational intelligence techniques in modern business system operations such as marketing, finance & accounts, operations, personnel management, supply chain management, and logistics. Besides, this book guides the readers through using them to model, discover, and interpret new patterns that cannot be found through statistical methods alone in various business system operations. This book reveals how computational intelligence can inform the design and integration of services, architecture, brand identity, and product portfolio across the entire enterprise. The book will provide insights into research gaps, open challenges, and unsolved computational intelligence problems. The book will act as a premier reference and instant material for all the users who are contributing/practicing the adaptation of computational intelligence modern techniques in business systems.

Artificial Neural Networks for Intelligent Manufacturing

C.H. Dagli
Artificial Neural Networks for Intelligent Manufacturing Book PDF

Author : C.H. Dagli
Publisher : Springer Science & Business Media
Page : 474 pages
File Size : 48,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9789401107136

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Artificial Neural Networks for Intelligent Manufacturing by C.H. Dagli Pdf

The quest for building systems that can function automatically has attracted a lot of attention over the centuries and created continuous research activities. As users of these systems we have never been satisfied, and demand more from the artifacts that are designed and manufactured. The current trend is to build autonomous systems that can adapt to changes in their environment. While there is a lot to be done before we reach this point, it is not possible to separate manufacturing systems from this trend. The desire to achieve fully automated manufacturing systems is here to stay. Manufacturing systems of the twenty-first century will demand more flexibility in product design, process planning, scheduling and process control. This may well be achieved through integrated software and hardware archi tectures that generate current decisions based on information collected from manufacturing systems environment, and execute these decisions by converting them into signals transferred through communication network. Manufacturing technology has not yet reached this state. However, the urge for achieving this goal is transferred into the term 'Intelligent Systems' that we started to use more in late 1980s. Knowledge-based systems, our first efforts in this endeavor, were not sufficient to generate the 'Intelligence' required - our quest still continues. Artificial neural network technology is becoming an integral part of intelligent manufacturing systems and will have a profound impact on the design of autonomous engineering systems over the next few years.

Digital Manufacturing and Assembly Systems in Industry 4.0

Kaushik Kumar,Divya Zindani,J. Paulo Davim
Digital Manufacturing and Assembly Systems in Industry 4 0 Book PDF

Author : Kaushik Kumar,Divya Zindani,J. Paulo Davim
Publisher : CRC Press
Page : 162 pages
File Size : 53,8 Mb
Release : 2019-07-03
Category : Computers
ISBN : 9780429876615

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Digital Manufacturing and Assembly Systems in Industry 4.0 by Kaushik Kumar,Divya Zindani,J. Paulo Davim Pdf

Manufacturing, like other industries, is rising to the challenges imposed by aggressive consumer demands and the need for cost-effective processing that delivers quality in the fastest possible time. Fierce competition means that keeping abreast of new developments and applications in technology is essential if companies are to meet demands profitably and keep ahead of competitors. This book investigates the design and management of digital manufacturing and assembly systems for an efficient, flexible, and modular production of customized products using the I40 (industry 4.0)-enabling technologies. This book will also provide case studies covering modeling, simulation, and optimization. eBook includes color figures. Discusses how the advancement of data communication and storage through the Internet of Things (IoT) opens the possibilities of connecting sensors, robots, and devices Sheds light on how the human role in industry is decreasing due to the development of connected manufacturing floors, allowing them to take more control over the manufacturing processes, decisions, and even maintenance Covers the benefits from exploiting digital manufacturing, manufacturing enterprises, and what they expect to achieve Explains the important roles that modeling, simulation, and optimization play Investigates the design and management of digital manufacturing and assembly systems for an efficient, flexible, and modular production of customized products exploiting the I40 (industry 4.0)-enabling technologies

Convergence of Industry 4.0 and Supply Chain Sustainability

Khan, Muhammad Rahies,Khan, Naveed R.,Jhanjhi, Noor Zaman
Convergence of Industry 4 0 and Supply Chain Sustainability Book PDF

Author : Khan, Muhammad Rahies,Khan, Naveed R.,Jhanjhi, Noor Zaman
Publisher : IGI Global
Page : 511 pages
File Size : 53,9 Mb
Release : 2024-03-22
Category : Business & Economics
ISBN : 9798369313640

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Convergence of Industry 4.0 and Supply Chain Sustainability by Khan, Muhammad Rahies,Khan, Naveed R.,Jhanjhi, Noor Zaman Pdf

In the ever-increasing landscape of industry and technology, companies worldwide face an unprecedented challenge. The relentless march of progress, epitomized by the revolution of Industry 4.0, demands adaptation for survival and competitiveness. The integration of technologies such as the Internet of Things (IoT), blockchain, artificial intelligence, additive manufacturing, and robotics has irrevocably altered manufacturing and supply chain operations. What was initially a quest for augmented quality and production has now become an inexorable pursuit of sustainability. The United Nations Sustainable Development Goals (UNSDG) 2030 have left no room for exemptions, making sustainability an imperative at the heart of every business strategy. The answer to this pressing challenge lies within the pages of the book, Convergence of Industry 4.0 and Supply Chain Sustainability. It serves a meticulously curated collection of research that illuminates the intricacies of implementing Industry 4.0 and the ramifications for sustainable supply chains. Our work focuses on the associated challenges and opportunities encountered by the adoption of Industry 4.0 in supply chain management (SCM).

Revolutionizing Collaboration through e-Work, e-Business, and e-Service

Shimon Y. Nof,Jose Ceroni,Wootae Jeong,Mohsen Moghaddam
Revolutionizing Collaboration through e Work e Business and e Service Book PDF

Author : Shimon Y. Nof,Jose Ceroni,Wootae Jeong,Mohsen Moghaddam
Publisher : Springer
Page : 430 pages
File Size : 42,5 Mb
Release : 2015-06-10
Category : Technology & Engineering
ISBN : 9783662457771

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Revolutionizing Collaboration through e-Work, e-Business, and e-Service by Shimon Y. Nof,Jose Ceroni,Wootae Jeong,Mohsen Moghaddam Pdf

Collaboration in highly distributed organizations of people, robots, and autonomous systems is and must be revolutionized by engineering augmentation. The aim is to augment humans’ abilities at work and, through this augmentation, improve organizations’ abilities to accomplish their missions. This book establishes the theoretical foundations and design principles of collaborative e-Work, e-Business and e-Service, their models and applications, design and implementation techniques. The fundamental premise is that without effective e-Work and e-Services, the potential of emerging activities, such as e-Commerce, virtual manufacturing, tele-robotic medicine, automated construction, smart energy grid, cyber-supported agriculture, and intelligent transportation cannot be fully materialized. Typically, workers and managers of such value networks are frustrated with complex information systems, originally designed and built to simplify and improve performance. Even if the human-computer interface for such systems is well designed, the information and task overloads can be overwhelming. Effective delivery of expected outcomes may not occur. Challenges and emerging solutions in the context of the recently developed CCT, Collaborative Control Theory, are described, with emphasis on issues of computer-supported and communication-enabled integration, coordination and augmented collaboration. Research results and analyses of engineering design methods and complex systems management techniques are explained and illustrated.

Quality Control

Pengzhong Li,Paulo António Rodrigues Pereira,Helena Navas
Quality Control Book PDF

Author : Pengzhong Li,Paulo António Rodrigues Pereira,Helena Navas
Publisher : BoD – Books on Demand
Page : 244 pages
File Size : 55,5 Mb
Release : 2021-03-24
Category : Technology & Engineering
ISBN : 9781839624971

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Quality Control by Pengzhong Li,Paulo António Rodrigues Pereira,Helena Navas Pdf

Quality control is changing along with the manufacturing environment. A series of revolutionary changes will occur in management contents, methods, capabilities, and real-time effectiveness and efficiency of management. As an essential factor in intelligent manufacturing, quality control systems require real and comprehensive innovation. Focused on new trends and developments in quality control from a worldwide perspective, this book presents the latest information on novel approaches in quality control. Its thirteen chapters cover three topics: intelligent manufacturing, robust design, and control charts.