Barriers To Adoption Of Artificial Intelligence In Metal Additive Manufacturing
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Barriers To Adoption Of Artificial Intelligence In Metal Additive Manufacturing
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Author : Wayne E. King
language : en
Publisher: SAE International
Release Date : 2025-01-14
Barriers To Adoption Of Artificial Intelligence In Metal Additive Manufacturing written by Wayne E. King and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-14 with Technology & Engineering categories.
Artificial intelligence (AI) is poised to significantly impact metal additive manufacturing (AM). Understanding how one might use AI in AM is challenging because AM experts are not AI experts, nor the other way around. This document introduces AI in AM and guides researchers in accessing relevant literature. It also discusses the hype surrounding AI in AM, the rush to publish peer-reviewed papers that use AI in AM, and the resulting uneven quality of the literature. Conclusions regarding the application of AI in both large and small enterprises are discussed. This document is intended to help illuminate AI in AM for Hands-on engineers who need to quickly understand what levels of problems they might encounter when dealing with AI in AM Engineering managers who need to stay current on emerging trends in their technical realm of responsibilities Policymakers who may not have the relevant technical expertise Faculty and students who want an introduction to AI in AM ISBN 9781468609219 ISBN 9781468609226 https://doi.org/10.4271/EPR2025001
Ai In Wonderland
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Author : Samir Khan
language : en
Publisher: SAE International
Release Date : 2025-01-14
Ai In Wonderland written by Samir Khan and has been published by SAE International this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-14 with Technology & Engineering categories.
This report explores the move from traditional industry practices to emerging technologies, specifically the integration of artificial intelligence (AI) solutions in engineering service sectors. It highlights the increasing problem of “technology washing,” when organizations overstate (sometimes deceivingly) their technology abilities and ethics, posing challenges to accountability, transparency, and trust in various fields. The rise of AI-based solutions in sectors like autonomous mobility, manufacturing, and aerospace has exposed a contrast between ambitious future aspirations and current technological barriers. With this, the role of human knowledge in guaranteeing ethical, efficient, and clear technology incorporation becomes essential. Starting with an examination of today’s technological scene, this report tackles topics such as the buzz around autonomous systems and the difficulties of standardizing fresh innovations. It also points out the problem of organizations exaggerating the capabilities of AI, stressing the importance of human monitoring to manage operational risks and uphold public trust. Practical scenarios in autonomous mobility, aerospace, and manufacturing highlight a significant discrepancy between industry targets and technological feasibilities, stressing the indispensable contribution of human intervention in ensuring successful implementation. These examples are analyzed to give insights into current technology successes and limitations and to propose a balanced path for the future. Ultimately, there may be a future where groundbreaking technological advancements remain in harmony with human values. This report challenges established narratives and outlines a path for ethical technological advancement that is transparent and in line with societal values, examining questions like the following: What are some popular misunderstandings and exaggerated claims regarding AI capabilities today? Examine the divide between how the public sees things and what’s actually true in the context of deceptive AI practices and inflated statements. How do organizations maintain a balance between rapid technological adoption and human oversight? Explore ways to maintain human knowledge in decision-making processes despite technological advances. What are stakeholders’ views on the reliability and safety of autonomous technologies? Investigate the certainty levels in crucial systems that have implications for public safety and business continuity. What are the risks associated with overusing AI for critical functions? Highlight the potential pitfalls of excessive reliance on AI without proper backup systems or redundancy plans. NOTE: SAE Edge Research Reports are intended to identify and illuminate key issues in emerging, but still unsettled, technologies of interest to the mobility industry. The goal of SAE Edge Research Reports is to stimulate discussion and work in the hope of promoting and speeding resolution of identified issues. These reports are not intended to resolve the challenges they identify or close any topic to further scrutiny. ISBN 9781468609233 ISBN 9781468609240 https://doi.org/10.4271/EPR2025002
How To Design And Report Experiments
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Author : Andy Field
language : en
Publisher: SAGE
Release Date : 2002-12-20
How To Design And Report Experiments written by Andy Field and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-12-20 with Psychology categories.
How to Design and Report Experiments is the perfect textbook and guide to the often bewildering world of experimental design and statistics. It provides a complete map of the entire process beginning with how to get ideas about research, how to refine your research question and the actual design of the experiment, leading on to statistical procedure and assistance with writing up of results. While many books look at the fundamentals of doing successful experiments and include good coverage of statistical techniques, this book very importantly considers the process in chronological order with specific attention given to effective design in the context of likely methods needed and expected results. Without full assessment of these aspects, the experience and results may not end up being as positive as one might have hoped. Ample coverage is then also provided of statistical data analysis, a hazardous journey in itself, and the reporting of findings, with numerous examples and helpful tips of common downfalls throughout. Combining light humour, empathy with solid practical guidance to ensure a positive experience overall, How to Design and Report Experiments will be essential reading for students in psychology and those in cognate disciplines with an experimental focus or content in research methods courses.
Advances In Production Technology
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Author : Christian Brecher
language : en
Publisher: Springer
Release Date : 2014-11-18
Advances In Production Technology written by Christian Brecher and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-18 with Technology & Engineering categories.
This edited volume contains the selected papers presented at the scientific board meeting of the German Cluster of Excellence on “Integrative Production Technology for High-Wage Countries”, held in November 2014. The topical structure of the book is clustered in six sessions: Integrative Production Technology, Individualised Production, Virtual Production Systems, Integrated Technologies, Self-Optimising Production Systems and Human Factors in Production Technology. The Aachen perspective on a holistic theory of production is complemented by conference papers from external leading researchers in the fields of production, materials science and bordering disciplines. The target audience primarily comprises research experts and practitioners in the field but the book may also be beneficial for graduate students.
Additive Manufacturing Technologies
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Author : Ian Gibson
language : en
Publisher: Springer Nature
Release Date : 2020-11-10
Additive Manufacturing Technologies written by Ian Gibson and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-10 with Technology & Engineering categories.
This textbook covers in detail digitally-driven methods for adding materials together to form parts. A conceptual overview of additive manufacturing is given, beginning with the fundamentals so that readers can get up to speed quickly. Well-established and emerging applications such as rapid prototyping, micro-scale manufacturing, medical applications, aerospace manufacturing, rapid tooling and direct digital manufacturing are also discussed. This book provides a comprehensive overview of additive manufacturing technologies as well as relevant supporting technologies such as software systems, vacuum casting, investment casting, plating, infiltration and other systems. Reflects recent developments and trends and adheres to the ASTM, SI and other standards; Includes chapters on topics that span the entire AM value chain, including process selection, software, post-processing, industrial drivers for AM, and more; Provides a broad range of technical questions to ensure comprehensive understanding of the concepts covered.
The Fourth Industrial Revolution
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Author : Klaus Schwab
language : en
Publisher: Penguin UK
Release Date : 2017-01-03
The Fourth Industrial Revolution written by Klaus Schwab and has been published by Penguin UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-03 with Business & Economics categories.
The founder and executive chairman of the World Economic Forum on how the impending technological revolution will change our lives We are on the brink of the Fourth Industrial Revolution. And this one will be unlike any other in human history. Characterized by new technologies fusing the physical, digital and biological worlds, the Fourth Industrial Revolution will impact all disciplines, economies and industries - and it will do so at an unprecedented rate. World Economic Forum data predicts that by 2025 we will see: commercial use of nanomaterials 200 times stronger than steel and a million times thinner than human hair; the first transplant of a 3D-printed liver; 10% of all cars on US roads being driverless; and much more besides. In The Fourth Industrial Revolution, Schwab outlines the key technologies driving this revolution, discusses the major impacts on governments, businesses, civil society and individuals, and offers bold ideas for what can be done to shape a better future for all.
Implementing Industry 4 0 In Smes
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Author : Dominik T. Matt
language : en
Publisher: Springer Nature
Release Date : 2021-05-08
Implementing Industry 4 0 In Smes written by Dominik T. Matt and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-08 with Business & Economics categories.
This open access book addresses the practical challenges that Industry 4.0 presents for SMEs. While large companies are already responding to the changes resulting from the fourth industrial revolution , small businesses are in danger of falling behind due to the lack of examples, best practices and established methods and tools. Following on from the publication of the previous book ‘Industry 4.0 for SMEs: Challenges, Opportunities and Requirements’, the authors offer in this new book innovative results from research on smart manufacturing, smart logistics and managerial models for SMEs. Based on a large scale EU-funded research project involving seven academic institutions from three continents and a network of over fifty small and medium sized enterprises, the book reveals the methods and tools required to support the successful implementation of Industry 4.0 along with practical examples.
Innovation Renaissance
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Author : John E. Ettlie
language : en
Publisher: Taylor & Francis
Release Date : 2025-03-31
Innovation Renaissance written by John E. Ettlie and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-31 with Business & Economics categories.
The first edition of Innovation Renaissance was published just before the onset of Covid-19, begging the question: can innovation stand the test of a truly global crisis, such as the pandemic? The answer, as author John E. Ettlie finds in this revised and updated second edition, is a resounding "YES"! Built around the central narrative of the development of the vaccines to combat hospitalization for Covid-19 and its mutations, this second edition of Innovation Renaissance acquires new focus and relevance to the post-pandemic world in which we live. Starting by defining innovation and the theories that have arisen surrounding it, Ettlie considers individual creativity and innovativeness, radical innovation, new products, new services, process innovation, information technology, and artificial intelligence (AI). There is special emphasis on neglected topics such as the dark side of the innovation process—the unintended consequences of new ventures. Finally, the last chapter of this book summarizes a prescriptive model of the innovation process and attempts to answer the question: what causes innovation? Through the prism of the pandemic and the imperative quest to find a vaccine, this new edition examines and answers this question. Now fully revised and updated, this informative and unique book is designed as a resource for postgraduate students, academics, and professionals deeply committed to understanding and working through the innovation process. With a focus not just on where innovation has led us to date, but also on where it may take us in the future, the second edition of Innovation Renaissance will find an audience wherever innovation is taught or practiced.
Factories Of The Future
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Author : Tullio Tolio
language : en
Publisher: Springer
Release Date : 2019-02-14
Factories Of The Future written by Tullio Tolio and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-02-14 with Technology & Engineering categories.
This book is open access under a CC BY 4.0 license.This book presents results relevant in the manufacturing research field, that are mainly aimed at closing the gap between the academic investigation and the industrial application, in collaboration with manufacturing companies. Several hardware and software prototypes represent the key outcome of the scientific contributions that can be grouped into five main areas, representing different perspectives of the factory domain:1) Evolutionary and reconfigurable factories to cope with dynamic production contexts characterized by evolving demand and technologies, products and processes.2) Factories for sustainable production, asking for energy efficiency, low environmental impact products and processes, new de-production logics, sustainable logistics.3) Factories for the People who need new kinds of interactions between production processes, machines, and human beings to offer a more comfortable and stimulating working environment.4) Factories for customized products that will be more and more tailored to the final user’s needs and sold at cost-effective prices.5) High performance factories to yield the due production while minimizing the inefficiencies caused by failures, management problems, maintenance.This books is primarily targeted to academic researchers and industrial practitioners in the manufacturing domain.
The Decentralized Hydrogen Revolution Using Artificial Intelligence Internet Of Things And Blockchain
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Author : Hossein Pourrahmani
language : en
Publisher: Elsevier
Release Date : 2025-07-01
The Decentralized Hydrogen Revolution Using Artificial Intelligence Internet Of Things And Blockchain written by Hossein Pourrahmani and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-01 with Science categories.
The Decentralized Hydrogen Revolution Using Artificial Intelligence, Internet of Things, and Blockchain provides an essential guide to understanding the transformative potential of advanced technologies in decentralized hydrogen communities. This comprehensive resource covers the intersection of AI, IoT, and blockchain with sustainable energy, offering insights from foundational principles to advanced applications. Readers will learn about the environmental benefits of hydrogen over fossil fuels, electrolysis, and the integration of innovative technologies to enhance hydrogen production and distribution. The book delves into the role of fuel cells in clean energy, advanced AI algorithms in hydrogen production, blockchain trust in hydrogen networks, and IoT connectivity.Economic considerations, policy frameworks, and the future of decentralized hydrogen communities are also explored, making this an invaluable reference for researchers, industry professionals, policymakers, and students interested in the hydrogen economy. - Examines the intricate interplay between artificial intelligence, internet of things, and blockchain technologies and how their integration optimizes decentralized hydrogen production and distribution systems - Presents insights into cutting-edge advancements in electrolyzers and fuel cells and how AI algorithms enhance the efficiency and reliability of these critical components in decentralized hydrogen networks - Covers strategic perspectives on the economic viability and policy frameworks essential for supporting decentralized hydrogen initiatives, providing a roadmap for policymakers, industry leaders, and researchers - Discusses the role of IoT in providing real-time monitoring and control of hydrogen systems and explores how blockchain technology ensures trust, transparency, and security in hydrogen transactions and networks