Transdisciplinary Engineering A Paradigm Shift

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Transdisciplinary Engineering: A Paradigm Shift

Author : C.-H. Chen
Publisher : IOS Press
ISBN 13 : 1614997799
Total Pages : 1092 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Transdisciplinary Engineering: A Paradigm Shift by : C.-H. Chen

Download or read book Transdisciplinary Engineering: A Paradigm Shift written by C.-H. Chen and published by IOS Press. This book was released on 2017-07-20 with total page 1092 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concurrent Engineering is based on the concept that different phases of a product life cycle should be conducted concurrently and initiated as early as possible within the Product Creation Process (PCP). Its main goal is to increase the efficiency and effectiveness of the PCP and reduce errors in the later stages, and to incorporate considerations for the full lifecycle, through-life operations, and environmental issues of the product. It has become the substantive basic methodology in many industries, and the initial basic concepts have matured and become the foundation of many new ideas, methodologies, initiatives, approaches and tools. This book presents the proceedings of the 24th ISPE Inc. International Conference on Transdisciplinary (formerly: Concurrent) Engineering (TE 2017), held in Singapore, in July 2017. The 120 peer-reviewed papers in the book are divided into 16 sections: air transport and traffic operations and management; risk-aware supply chain intelligence; product innovation and marketing management; human factors in design; human engineering; design methods and tools; decision supporting tools and methods; concurrent engineering; knowledge-based engineering; collaborative engineering; engineering for sustainability; service design; digital manufacturing; design automation; artificial intelligence and data analytics; smart systems and the Internet of Things. The book provides a comprehensive overview of recent advances in transdisciplinary concurrent engineering research and applications, and will be of interest to researchers, design practitioners and educators working in the field.

Transdisciplinary Engineering

Author : C. H. Chen
Publisher :
ISBN 13 : 9781614997788
Total Pages : 1066 pages
Book Rating : 4.9/5 (977 download)

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Book Synopsis Transdisciplinary Engineering by : C. H. Chen

Download or read book Transdisciplinary Engineering written by C. H. Chen and published by . This book was released on 2017-05-07 with total page 1066 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0

Author : M. Peruzzini
Publisher : IOS Press
ISBN 13 : 1614998981
Total Pages : 1250 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0 by : M. Peruzzini

Download or read book Transdisciplinary Engineering Methods for Social Innovation of Industry 4.0 written by M. Peruzzini and published by IOS Press. This book was released on 2018-09-14 with total page 1250 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of concurrent engineering (CE) was first developed in the 1980s. Now often referred to as transdiciplinary engineering, it is based on the idea that different phases of a product life cycle should be conducted concurrently and initiated as early as possible within the Product Creation Process (PCP). The main goal of CE is to increase the efficiency and effectiveness of the PCP and reduce errors in later phases, as well as incorporating considerations – including environmental implications – for the full lifecycle of the product. It has become a substantive methodology in many industries, and has also been adopted in the development of new services and service support. This book presents the proceedings of the 25th ISPE Inc. International Conference on Transdisciplinary Engineering, held in Modena, Italy, in July 2018. This international conference attracts researchers, industry experts, students, and government representatives interested in recent transdisciplinary engineering research, advancements and applications. The book contains 120 peer-reviewed papers, selected from 259 submissions from all continents of the world, ranging from the theoretical and conceptual to papers addressing industrial best practice, and is divided into 11 sections reflecting the themes addressed in the conference program and addressing topics as diverse as industry 4.0 and smart manufacturing; human-centered design; modeling, simulation and virtual design; and knowledge and data management among others. With an overview of the latest research results, product creation processes and related methodologies, this book will be of interest to researchers, design practitioners and educators alike.

Transdisciplinary Engineering for Resilience: Responding to System Disruptions

Author : L. Newnes
Publisher : IOS Press
ISBN 13 : 1643682091
Total Pages : 610 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Transdisciplinary Engineering for Resilience: Responding to System Disruptions by : L. Newnes

Download or read book Transdisciplinary Engineering for Resilience: Responding to System Disruptions written by L. Newnes and published by IOS Press. This book was released on 2021-11-17 with total page 610 pages. Available in PDF, EPUB and Kindle. Book excerpt: No one discipline or person can encompass all the knowledge necessary to solve complex, ill-defined problems, or problems for which a solution is not immediately obvious. The concept of Concurrent Engineering (CE) – interdisciplinary, but with an engineering focus – was developed to increase the efficiency and effectiveness of the Product Creation Process (PCP) by conducting different phases of a product’s life concurrently. Transdisciplinary Engineering has transcended CE, emphasizing the crucial importance of interdisciplinary openness and collaboration. This book presents the proceedings of the 28th ISTE International Conference on Transdisciplinary Engineering (TE2021). Held online from 5 – 9 July 2021 and entitled ‘Transdisciplinary Engineering for Resilience: Responding to System Disruptions’, this is the second conference in the series held virtually due to the COVID-19 pandemic. The annual TE conference constitutes an important forum for international scientific exchange on transdisciplinary engineering research, advances, and applications, and is attended by researchers, industry experts and students, as well as government representatives. The book contains 58 peer-reviewed papers, selected from more than 80 submissions and ranging from the theoretical and conceptual to strongly pragmatic and addressing industrial best practice. The papers are grouped under 6 headings covering theory; education and training; PD methods and digital TE; industry and society; product systems; and individuals and teams. Providing an overview of the latest research results and knowledge of product creation processes and related methodologies, the book will be of interest to all researchers, design practitioners, and educators working in the field of Transdisciplinary Engineering.

Transdisciplinary Engineering for Complex Socio-technical Systems

Author : K. Hiekata
Publisher : IOS Press
ISBN 13 : 1643680218
Total Pages : 710 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Transdisciplinary Engineering for Complex Socio-technical Systems by : K. Hiekata

Download or read book Transdisciplinary Engineering for Complex Socio-technical Systems written by K. Hiekata and published by IOS Press. This book was released on 2019-11-12 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: Industry and society are complex socio-technical systems, and both face problems that can only be solved by collaboration between different disciplines. Collaboration between academia and practice is also needed to develop viable solutions. Many engineering problems also require such an approach, which is known as Transdisciplinary Engineering (TE). This book presents the proceedings of the 26th ISTE International Conference on Transdisciplinary Engineering, held in Tokyo, Japan, from 30 July - 1 August 2019. The title of the conference was: Transdisciplinary Engineering for Complex Socio-technical Systems, and of the 86 submitted papers, 68 peer-reviewed papers by authors from 17 countries were delivered at the conference. These papers range from theoretical and conceptual to strongly pragmatic. They address industrial best practice and are grouped here under 10 themes: advanced robotics for smart manufacturing; design of personalized products and services; engineering methods for industry 4.0; additive and subtractive manufacturing; decision supporting tools and methods; complex systems engineering; big data analytics in manufacturing and services; concurrent engineering; cost modeling; and digital manufacturing, modeling and simulation. Presenting the latest research results and knowledge of product creation processes and related methodologies, the book will be of interest to researchers, design practitioners, and educators alike.

Leveraging Transdisciplinary Engineering in a Changing and Connected World

Author : P. Koomsap
Publisher : IOS Press
ISBN 13 : 1643684418
Total Pages : 964 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Leveraging Transdisciplinary Engineering in a Changing and Connected World by : P. Koomsap

Download or read book Leveraging Transdisciplinary Engineering in a Changing and Connected World written by P. Koomsap and published by IOS Press. This book was released on 2023-11-14 with total page 964 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simple problems have become rare in today’s technologically advanced world. Problems are typically much more complex, and solving them requires integrative knowledge from several disciplines. Technology alone cannot be the answer. Collaborative teams equipped with knowledge and skills in various disciplines are indispensable to exploit technologies effectively and create new conceptual, theoretical, methodological, and translational innovations that integrate and move beyond discipline-specific approaches to address a common problem in the changing and connected world. This book presents the proceedings of TE2023, the 30th International Conference on Transdisciplinary Engineering, held in Hua Hin Cha Am, Thailand from 11-14 July 2023. The theme of this year’s conference was Leveraging Transdisciplinary Engineering in a Changing and Connected World, and it provided a forum for more than 115 participants from academia and industry to exchange knowledge and ideas connected to this aspect of transdisciplinary engineering. A total of 117 submissions were received for the conference, of which 93 were selected for presentation and publication here following a rigorous abstract and full-paper review process. They are arranged under 7 categories: product design and development; team working; smart operations for value chain management; transdisciplinary approaches; engineering education; critical issues in transdisciplinary engineering; and theoretical contributions. Providing a comprehensive overview of the latest innovations and ideas in transdisciplinary engineering, the book will be of interest to all those working in the field.

Advances in Information and Communication Technology and Systems

Author : Mykhailo Ilchenko
Publisher : Springer Nature
ISBN 13 : 3030583597
Total Pages : 436 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Advances in Information and Communication Technology and Systems by : Mykhailo Ilchenko

Download or read book Advances in Information and Communication Technology and Systems written by Mykhailo Ilchenko and published by Springer Nature. This book was released on 2020-09-05 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights the most important research areas in Information and Communication Technologies as well as Radio Electronics, in particular contains publications on theory, applications, and design methods of Processing and Control in Information and Communication Systems. The respective chapters share in-depth and extended results in these areas with a view to resolving practically relevant and challenging issues including: 1. Infocommunications: IT, Cloud and Big Data technologies, E-society, Internet of Things and its implementation, Information and communication systems, security, etc.; 2. Telecommunications: Communication systems and networks, theoretical foundations of information processing and transmission in communication systems, SDN and SDR, etc..; 3. Radio Engineering: Theory of circuits, signals and processes in radio engineering and electronics, Circuit engineering, antennas, Microwave technology, Microwave and THz electronics, etc.; 4. Electronics: Electronic materials, Electronic devices, Nanoelectronics and Nanotechnology, etc. These results can be used in the implementation of novel systems and to promote the exchange of information in e-societies. Given its scope the book offers a valuable resource for scientists, lecturers, specialists working at enterprises, graduate and undergraduate students who engage with problems in Information and Communication Technologies as well as Radio Electronics

Advances in Manufacturing Technology XXXII

Author : P. Thorvald
Publisher : IOS Press
ISBN 13 : 1614999023
Total Pages : 558 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Advances in Manufacturing Technology XXXII by : P. Thorvald

Download or read book Advances in Manufacturing Technology XXXII written by P. Thorvald and published by IOS Press. This book was released on 2018-08-29 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: The urgent need to keep pace with the accelerating globalization of manufacturing in the 21st century has produced rapid advancements in technology, research and innovation. This book presents the proceedings of the 16th International Conference on Manufacturing Research incorporating the 33nd National Conference on Manufacturing Research (ICMR 2018), held in Skövde, Sweden, in September 2018. The aim of the conference is to create a friendly and inclusive environment, bringing together researchers, academics and industrialists with practical and theoretical knowledge to share and discuss emerging trends and new challenges. The book is divided into 12 parts, covering areas such as the manufacturing process; robots; product design and development; smart manufacturing; and lean, among others. Covering both cutting-edge research and recent industrial applications, the book will appeal to all those with an interest in recent advances in manufacturing technology.

Advances in Manufacturing Technology XXXI

Author : J. Gao
Publisher : IOS Press
ISBN 13 : 1614997926
Total Pages : 620 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Advances in Manufacturing Technology XXXI by : J. Gao

Download or read book Advances in Manufacturing Technology XXXI written by J. Gao and published by IOS Press. This book was released on 2017-08-23 with total page 620 pages. Available in PDF, EPUB and Kindle. Book excerpt: The urgent need to keep pace with the accelerating globalization of manufacturing in the 21st century has produced rapid advances in manufacturing research, development and innovation. This book presents the proceedings of the 15th International Conference on Manufacturing Research (ICMR 2017), which also incorporated the 32nd National Conference on Manufacturing Research (NCMR) and was held at the University of Greenwich, London, UK, in September 2017. The conference brings together a broad community of researchers who share the common goal of developing and managing the technologies and operations key to sustaining the success of manufacturing businesses. The book is divided into 13 parts, covering topics such as advanced manufacturing technologies (including additive, ultra-precision and nano-manufacturing); manufacturing systems (digital and cyber-physical systems); product design and development (including lifecycle management and supply-chain collaboration); information and communication (including innovation and knowledge management); and manufacturing management (including lean, sustainable and cost engineering). With its comprehensive overview of current developments, this book will be of interest to all those involved in manufacturing today.

Transdisciplinary Engineering: Crossing Boundaries

Author : M. Borsato
Publisher : IOS Press
ISBN 13 : 1614997039
Total Pages : 1152 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Transdisciplinary Engineering: Crossing Boundaries by : M. Borsato

Download or read book Transdisciplinary Engineering: Crossing Boundaries written by M. Borsato and published by IOS Press. This book was released on 2016-10-13 with total page 1152 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Concurrent Engineering (CE) approach was developed in the 1980s, based on the concept that different phases of a product life cycle should be conducted concurrently and initiated as early as possible within the Product Creation Process (PCP). CE concepts have matured and become the foundation of many new ideas, methodologies, initiatives, approaches and tools. This book contains the proceedings from the 23rd ISPE Inc. International Conference on Transdisciplinary (formerly: Concurrent) Engineering, held in Curitiba, Parana, Brazil, in October 2016. The conference, entitled 'Transdisciplinary Engineering: Crossing Boundaries', provides an important forum for international scientific exchange on Concurrent Engineering and collaborative enterprises, and attracts the participation of researchers, industry experts and students, as well as government representatives. The 108 peer reviewed papers and keynote speech included here, range from theoretical and conceptual to strongly pragmatic works, which are organized into 17 sections including: Concurrent Engineering and knowledge exchange; engineering for sustainability; multidisciplinary project management; collaborative design and engineering; optimization of engineering operations and data analytics; and multidisciplinary design optimization, among others. The book gives an overview of the latest research, advancements and applications in the field and will be of interest to researchers, design practitioners and educators.

ECPPM 2021 - eWork and eBusiness in Architecture, Engineering and Construction

Author : Vitaly Semenov
Publisher : CRC Press
ISBN 13 : 1000413373
Total Pages : 937 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis ECPPM 2021 - eWork and eBusiness in Architecture, Engineering and Construction by : Vitaly Semenov

Download or read book ECPPM 2021 - eWork and eBusiness in Architecture, Engineering and Construction written by Vitaly Semenov and published by CRC Press. This book was released on 2021-04-28 with total page 937 pages. Available in PDF, EPUB and Kindle. Book excerpt: eWork and eBusiness in Architecture, Engineering and Construction 2021 collects the papers presented at the 13th European Conference on Product and Process Modelling (ECPPM 2021, Moscow, 5-7 May 2021). The contributions cover a wide spectrum of thematic areas that hold great promise towards the advancement of research and technological development targeted at the digitalization of the AEC/FM (Architecture, Engineering, Construction and Facilities Management) domains. High quality contributions are devoted to critically important problems that arise, including: Information and Knowledge Management Semantic Web and Linked Data Communication and Collaboration Technologies Software Interoperability BIM Servers and Product Lifecycle Management Systems Digital Twins and Cyber-Physical Systems Sensors and Internet of Things Big Data Artificial and Augmented Intelligence in AEC Construction Management 5D/nD Modelling and Planning Building Performance Simulation Contract, Cost and Risk Management Safety and Quality Sustainable Buildings and Urban Environments Smart Buildings and Cities BIM Standardization, Implementation and Adoption Regulatory and Legal Aspects BIM Education and Training Industrialized Production, Smart Products and Services Over the past quarter century, the biennial ECPPM conference series, as the oldest BIM conference, has provided researchers and practitioners with a unique platform to present and discuss the latest developments regarding emerging BIM technologies and complementary issues for their adoption in the AEC/FM industry.

Smart Business: Technology and Data Enabled Innovative Business Models and Practices

Author : Karl R. Lang
Publisher : Springer Nature
ISBN 13 : 3030677818
Total Pages : 242 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Smart Business: Technology and Data Enabled Innovative Business Models and Practices by : Karl R. Lang

Download or read book Smart Business: Technology and Data Enabled Innovative Business Models and Practices written by Karl R. Lang and published by Springer Nature. This book was released on 2021-01-30 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised selected papers from the 18th Workshop on e-Business, WeB 2019, which took place in Munich, Germany, in December 2019. The purpose of WeB is to provide a forum for researchers and practitioners to discuss findings, novel ideas, and lessons learned to address major challenges and map out the future directions for e-Business. The WeB 2019 theme was “Smart Business: Technology and Data Enabled Innovative Business Models and Practices.” The 20 papers included in this volume were carefully reviewed and selected from a total of 42 submissions. The contributions are organized in topical sections as follows: crowdfunding and blockchain; business analytics; digital platforms and social media; managing e-Business projects and processes; and global e-Business.

Transdisciplinary Engineering for Complex Socio-technical Systems – Real-life Applications

Author : J. Pokojski
Publisher : IOS Press
ISBN 13 : 1643681117
Total Pages : 738 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Transdisciplinary Engineering for Complex Socio-technical Systems – Real-life Applications by : J. Pokojski

Download or read book Transdisciplinary Engineering for Complex Socio-technical Systems – Real-life Applications written by J. Pokojski and published by IOS Press. This book was released on 2020-10-20 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: Transdisciplinary engineering transcends other inter- and multi-disciplinary ways of working, such as Concurrent Engineering (CE). In particular, transdisciplinary processes are aimed at solving complex, ill-defined problems, or problems for which the solution is not immediately obvious. No one discipline or single person can provide sufficient knowledge to solve such problems, so collaboration is essential. This book presents the proceedings of the 27th ISTE International Conference on Transdisciplinary Engineering, organized by Warsaw University of Technology, Poland, from 1-10 July 2020. ISTE2020 was the first of this conference series to be held virtually, due to the COVID-19 restrictions. Entitled Transdisciplinary Engineering for Complex Socio-technical Systems - Real-life Applications, the book includes 71 peer-reviewed papers presented at the conference by authors from 17 countries. These range from theoretical and conceptual to strongly pragmatic and addressing industrial best practice and, together with invited talks, they have been collated into 9 sections: Transdisciplinary Engineering (7 papers); Transdisciplinary Engineering Education (4 papers); Industry 4.0, Methods and Tools (7 papers); Human-centered Design (8 papers); Methods and Tools for Design and Production (14 papers); Product and Process Development (9 papers); Knowledge and Data Modeling (13 papers); Business Process and Supply Chain Management (7 papers); and Sustainability (2 papers). The book provides an overview of new approaches, methods, tools and their applications, as well as current research and development, and will be of interest to researchers, design practitioners, and educators working in the field.

Computational Science and Its Applications – ICCSA 2020

Author : Osvaldo Gervasi
Publisher : Springer Nature
ISBN 13 : 3030588025
Total Pages : 1003 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Computational Science and Its Applications – ICCSA 2020 by : Osvaldo Gervasi

Download or read book Computational Science and Its Applications – ICCSA 2020 written by Osvaldo Gervasi and published by Springer Nature. This book was released on 2020-10-01 with total page 1003 pages. Available in PDF, EPUB and Kindle. Book excerpt: The seven volumes LNCS 12249-12255 constitute the refereed proceedings of the 20th International Conference on Computational Science and Its Applications, ICCSA 2020, held in Cagliari, Italy, in July 2020. Due to COVID-19 pandemic the conference was organized in an online event. Computational Science is the main pillar of most of the present research, industrial and commercial applications, and plays a unique role in exploiting ICT innovative technologies. The 466 full papers and 32 short papers presented were carefully reviewed and selected from 1450 submissions. Apart from the general track, ICCSA 2020 also include 52 workshops, in various areas of computational sciences, ranging from computational science technologies, to specific areas of computational sciences, such as software engineering, security, machine learning and artificial intelligence, blockchain technologies, and of applications in many fields.

Unmanned Aerial Vehicle Design and Technology

Author : T. Hikmet Karakoc
Publisher : Springer Nature
ISBN 13 : 3031453212
Total Pages : 197 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Unmanned Aerial Vehicle Design and Technology by : T. Hikmet Karakoc

Download or read book Unmanned Aerial Vehicle Design and Technology written by T. Hikmet Karakoc and published by Springer Nature. This book was released on 2023-12-19 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unmanned Aerial Vehicle Design and Technology provides readers with a comprehensive introduction to unmanned aerial systems (UAS) technology basics. The book presents clear, concise guidance on UAS system design, components, control, and operations fundamentals. Additional chapters look at unmanned aerial regulations and ethics and the historical background of UAS technology. This textbook offers a well-rounded look at unmanned flight technology, making it an ideal primer for aviation and aerospace students and anyone interested in learning more about unmanned aerial systems, including engineers, technicians, drone and flight hobbyists, and civil aviation organization officials.

Systems Engineering in Research and Industrial Practice

Author : Josip Stjepandić
Publisher : Springer Nature
ISBN 13 : 3030333124
Total Pages : 422 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Systems Engineering in Research and Industrial Practice by : Josip Stjepandić

Download or read book Systems Engineering in Research and Industrial Practice written by Josip Stjepandić and published by Springer Nature. This book was released on 2019-10-31 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book details the foundations, new developments and methods, applications, and current challenges of systems engineering (SE). It provides key insights into SE as a concept and as an approach based on the holistic view on the entire lifecycle (requirements, design, production, and exploitation) of complex engineering systems, such as spacecraft, aircraft, power plants, and ships. Written by leading international experts, the book describes the achievements of the holistic, transdisciplinary approach of SE as state of the art both in research and practice using case study examples from originating at universities and companies such as Airbus, BAE Systems, BMW, Boeing, and COMAC. The reader obtains a comprehensive insight into the still existing challenges of the concept of SE today and the various forms in which SE is applied in a variety of areas.

Intelligent Human Systems Integration 2020

Author : Tareq Ahram
Publisher : Springer Nature
ISBN 13 : 303039512X
Total Pages : 1313 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Intelligent Human Systems Integration 2020 by : Tareq Ahram

Download or read book Intelligent Human Systems Integration 2020 written by Tareq Ahram and published by Springer Nature. This book was released on 2020-01-22 with total page 1313 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents cutting-edge research on innovative human systems integration and human–machine interaction, with an emphasis on artificial intelligence and automation, as well as computational modeling and simulation. It covers a wide range of applications in the areas of design, construction and operation of products, systems and services, and discusses the human factors in a wide range of settings. Gathering the proceedings of the 3rd International Conference on Intelligent Human Systems Integration (IHSI 2020), held on February 19–21, 2020, in Modena, Italy, the book’s goal is to advance the theory and applications of artificial cognitive systems and improve human-artificial systems collaboration. Special emphasis is placed on automotive design, autonomous vehicles and the applications of artificial intelligence. The book offers a timely survey and source of inspiration for human factors engineers, automotive engineers, IT developers and UX designers who are working to shape the future of automated intelligent systems.