Artificial Intelligence In Manufacturing And Production Engineering
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Artificial Intelligence in Mechanical and Industrial Engineering
Author | : Kaushik Kumar,Divya Zindani,J. Paulo Davim |
Publsiher | : CRC Press |
Total Pages | : 156 |
Release | : 2021-06-21 |
Genre | : Computers |
ISBN | : 9781000396935 |
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Artificial Intelligence in Mechanical and Industrial Engineering offers a unified platform for the dissemination of basic and applied knowledge on the integration of artificial intelligence within the realm of mechanical and industrial engineering. The book covers the tools and information needed to build successful careers and a source of knowledge for those working with AI within these domains. The book offers a systematic approach to explicate fundamentals as well as recent advances. It incorporates various case studies for major topics as well as numerous examples. It will also include real-time intelligent automation and associated supporting methodologies and techniques, and cover decision-support systems, as well as applications of Chaos Theory and Fractals. The book will give scientists, researchers, instructors, students, and practitioners the tools and information needed to build successful careers and to be an impetus to advancements in next-generation mechanical and industrial engineering domains.
Artificial Intelligence in Manufacturing Research
Author | : J. Paulo Davim |
Publsiher | : Nova Science Publishers |
Total Pages | : 0 |
Release | : 2013 |
Genre | : Artificial intelligence |
ISBN | : 1626185573 |
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Artificial intelligence is a sub-field of computer science concerned with understanding the nature of intelligence and constructing computer systems capable of intelligent action. This book aims to provide the research and review studies on artificial intelligence in manufacturing.
Manufacturing Intelligence for Industrial Engineering Methods for System Self Organization Learning and Adaptation
Author | : Zhou, Zude,Wang, Huaiqing,Lou, Ping |
Publsiher | : IGI Global |
Total Pages | : 407 |
Release | : 2010-03-31 |
Genre | : Computers |
ISBN | : 9781605668659 |
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"This book focuses on the latest innovations in the process of manufacturing in engineering"--Provided by publisher.
Intelligent Manufacturing Management Systems
Author | : Kamalakanta Muduli,V. P. Kommula,Devendra K. Yadav,M. Chithirai Pon Selvan,Jayakrishna Kandasamy |
Publsiher | : John Wiley & Sons |
Total Pages | : 404 |
Release | : 2023-05-31 |
Genre | : Technology & Engineering |
ISBN | : 9781119836247 |
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INTRELLIGENT MANUFACTURING MANAGEMENT SYSTEMS The book explores the latest manufacturing techniques in relation to AI and evolutionary algorithms that can monitor and control the manufacturing environment. The concepts that pertain to the application of digital evolutionary technologies in the sphere of industrial engineering and manufacturing are presented in this book. A few chapters demonstrate stepwise discussion, case studies, structured literature review, rigorous experimentation results, and applications. Further chapters address the challenges encountered by industries in integrating these digital technologies into their operational activities, as well as the opportunities for this integration. In addition, the reader will find: Systemic explanations of the unique characteristics of big data, cloud computing, and AI used for decision-making in intelligent production systems; Highlights of the current and highly relevant topics in manufacturing management; Structured presentations resolving the issues being faced by many real-world applications in a broad range of areas such as smart supply chains, knowledge management, intelligent inventory management, IoT adoption in manufacturing management, and more; Intelligent techniques for sustainable practices in industrial waste management. Audience The book will be used by researchers, industry engineers, and data scientists/AI specialists working in industrial engineering, mechanical engineering, production engineering, manufacturing engineering, and operations and supply chain management. The book will also be valuable to the service sector industry, such as logistics and those implementing smart cities.
Intelligent Systems in Production Engineering and Maintenance
Author | : Anna Burduk,Edward Chlebus,Tomasz Nowakowski,Agnieszka Tubis |
Publsiher | : Springer |
Total Pages | : 785 |
Release | : 2018-07-31 |
Genre | : Technology & Engineering |
ISBN | : 9783319974903 |
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The book presents a collection of 103 peer-reviewed articles from the Second International Conference on Intelligent Systems in Production Engineering and Maintenance (ISPEM 2018). The conference was organized by the Faculty of Mechanical Engineering and CAMT (Centre for Advanced Manufacturing Technologies), Wrocław University of Science and Technology and was held in Wrocław (Poland) on 17–18 September 2018. The conferences topics included the possibility of using a wide range of intelligent methods in production engineering, presenting and discussing new solutions for innovative plants, research findings and case studies demonstrating advances in production and maintenance from the point of view of Industry 4.0 – particularly applications of intelligent systems, methods and tools in production engineering, maintenance, logistics, quality management, information systems and product development. The book is divided into two parts: the first includes papers related to intelligent systems in production engineering, while the second is dedicated to special sessions focusing on: 1. Computer Aided methods in Production Engineering 2. Mining 4.0 and Intelligent Mining Transportation 3. Modelling and Simulation of Production Processes 4. Multi-Faceted Modelling of Networks and Processes 5. Product Design and Product Manufacturing in Industry 4.0 This book is an excellent source of information for scientists in the field of manufacturing engineering and for top managers in production enterprises.
Reinventing Manufacturing and Business Processes Through Artificial Intelligence
Author | : Geeta Rana |
Publsiher | : CRC Press |
Total Pages | : 253 |
Release | : 2021-12 |
Genre | : Artificial intelligence |
ISBN | : 036770210X |
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"This 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 and Lean Manufacturing
Author | : Tin-Chih Toly Chen,Yi-Chi Wang |
Publsiher | : Springer Nature |
Total Pages | : 95 |
Release | : 2022-04-26 |
Genre | : Technology & Engineering |
ISBN | : 9783031045837 |
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This book applies artificial intelligence to lean production and shows how to practically combine the advantages of these two disciplines. Lean manufacturing originated in Japan and is a well-known tool for improving manufacturers' competitiveness. Prevalent tools for lean manufacturing include Kanban, Pacemaker, Value Stream Map, 5s, Just-in-Time and Pull Manufacturing. Lean Manufacturing and the Toyota Manufacturing System has been successfully applied to various factories and supply chains around the world. A lean manufacturing system can not only reduce wastes and inventory, but also respond to customer needs more immediately. Artificial intelligence is a subject that has attracted much attention recently. Many researchers and practical developers are working hard to apply artificial intelligence to our daily lives, including in factories. For example, fuzzy rules have been established to optimize machine settings. Bionic algorithms have been proposed to solve production sequencing and scheduling problems. Machine learning technologies are applied to detect possible product quality problems and diagnose the health of a machine. This book will be of interest to production engineers, managers, as well as students and researchers in manufacturing engineering.
Intelligent Systems in Production Engineering and Maintenance III
Author | : Anna Burduk,Andre D. L. Batako,José Machado,Ryszrad Wyczółkowski,Ewa Dostatni,Izabela Rojek |
Publsiher | : Springer Nature |
Total Pages | : 808 |
Release | : 2023-10-28 |
Genre | : Technology & Engineering |
ISBN | : 9783031442827 |
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This book reports on intelligent methods and solutions in engineering production and maintenance. It describes advanced tools for optimizing production processes, increasing their automation, safety and sustainability. Contributions cover different stages of the production process, such as product design, supply chain, and equipment maintenance and safety. This is one of the two volumes based on the 4th International Conference on Intelligent Systems in Production Engineering and Maintenance, ISPEM 2023, held on September 13-15, 2023, in Wroclaw, Poland.