Practical Smart Factory And Ai For Smes

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Practical Smart Factory and AI for SMEs

Author : Philip Yogi
Publisher : 에스티엠연구소
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.1/5 (978 download)

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Book Synopsis Practical Smart Factory and AI for SMEs by : Philip Yogi

Download or read book Practical Smart Factory and AI for SMEs written by Philip Yogi and published by 에스티엠연구소. This book was released on 2024-02-16 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book was written to help readers understand and utilize the concept of a smart factory by establishing a Data Acquisition System (DAS), which automatically collects sensor signals and data related to facility/process in real-time. It covers topics such as how to bring collected data from the server into Excel and R for practical use, as well as introducing machine learning. This is not an introduction of products such as a Vision System that uses smart cameras and AI functions to screen defective products, an automatic recognition parking system for vehicle license plates, or a smart farm (intelligent farm) that utilizes AI sensors. Instead, this book introduces the basics and principles of artificial intelligence (machine learning, deep learning). By understanding the basics and principles, it becomes easy to apply them in practice. This book is not limited to specific readers, but is aimed at the following: ● Individuals or companies interested in real-time automatic data collection systems for equipment/process lines ● Individuals or companies who want to establish a server at a low cost and utilize it with DAS ● Those who want to gain experience with IoT (Internet of things), servers, big data, R, etc. ● Companies planning and promoting the establishment of a DIY smart factory and wanting to operate it successfully ● Companies expecting savings more than 70% of ICT CAPEX with Low-Code/No-Code Development, OSS and general-purpose SCADA software ● Individuals who want to understand the basics and principles of artificial intelligence and apply them easily DAS, translated literally as "Data Acquisition System," is practically expressed as a real-time automatic data collection system. This concept involves reading sensor signals in real-time and automatically storing the data in a computer, instead of manually inputting data into a computer. DAS forms the foundation of smart factories, artificial intelligence (AI), big data, autonomous driving, the Internet of things (IoT), MES, and its importance is increasingly growing in our daily lives. However, these important systems or functions are not widely implemented or utilized in our small and medium-sized manufacturing sites. This is undoubtedly a weakness when compared to global advanced small and medium-sized enterprises. The contents of this book are essential knowledge for all employees of a company related to smart factories, and it provides guidance for successfully establishing and operating a smart factory. Additionally, it offers a path for future entrepreneurs and current manufacturing practitioners and business people to have manufacturing competitiveness in mind. This book is designed to help non-IT professionals easily access and understand the basic programming aspects of smart factories, enabling them to have a convergent mindset as practitioners. It provides ways to approach programming in a user-friendly manner, allowing for a better understanding of the field.

Implementing Industry 4.0 in SMEs

Author : Dominik T. Matt
Publisher : Springer Nature
ISBN 13 : 3030705161
Total Pages : 449 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Implementing Industry 4.0 in SMEs by : Dominik T. Matt

Download or read book Implementing Industry 4.0 in SMEs written by Dominik T. Matt and published by Springer Nature. This book was released on 2021-05-08 with total page 449 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Smart Digital Manufacturing

Author : Rene Wolf
Publisher : John Wiley & Sons
ISBN 13 : 3527830952
Total Pages : 116 pages
Book Rating : 4.5/5 (278 download)

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Book Synopsis Smart Digital Manufacturing by : Rene Wolf

Download or read book Smart Digital Manufacturing written by Rene Wolf and published by John Wiley & Sons. This book was released on 2020-10-02 with total page 116 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world progresses toward Industry 4.0, and manufacturers are challenged to successfully navigate this unique digital journey. To some, digitalization is a golden opportunity; to others, it is a necessary evil. But to optimist and pessimist alike, there is a widespread puzzlement over the practical details of digitalization. To many manufacturers, digital transformation is a vague and confusing concept they nevertheless must grapple with in order to survive the Fourth Industrial Revolution. The proliferation of digital manufacturing technologies adds to the confusion, leaving many manufacturers perplexed and unprepared, with little real insight into how emerging technologies can help them sustain a competitive edge in their markets. This book effectively conveys Siemens's knowledge and experience through a concept called "Smart Digital Manufacturing," a stepwise approach to realizing the promise of the Fourth Industrial Revolution. The Smart Digital Manufacturing roadmap provides guidance and enables low-risk, high-reward adoption of new manufacturing software technologies through a series of tipping-point investment decisions that result in optimized manufacturing performance. The book provides readers with a clear understanding of what digital technology has to offer them, and how and when to invest in these essential components of tomorrow?s factories. René Wolf is Senior Vice President of Manufacturing Operations Management Software for Siemens Digital Industries Software, a business unit of the Siemens Digital Factory Division. Raffaello Lepratti is Vice President of Business Development and Marketing for Siemens Digital Industries Software.

Industry 4.0 for SMEs

Author : Dominik T. Matt
Publisher : Springer Nature
ISBN 13 : 3030254259
Total Pages : 435 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Industry 4.0 for SMEs by : Dominik T. Matt

Download or read book Industry 4.0 for SMEs written by Dominik T. Matt and published by Springer Nature. This book was released on 2020-01-03 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores the concept of Industry 4.0, which presents a considerable challenge for the production and service sectors. While digitization initiatives are usually integrated into the central corporate strategy of larger companies, smaller firms often have problems putting Industry 4.0 paradigms into practice. Small and medium-sized enterprises (SMEs) possess neither the human nor financial resources to systematically investigate the potential and risks of introducing Industry 4.0. Addressing this obstacle, the international team of authors focuses on the development of smart manufacturing concepts, logistics solutions and managerial models specifically for SMEs. Aiming to provide methodological frameworks and pilot solutions for SMEs during their digital transformation, this innovative and timely book will be of great use to scholars researching technology management, digitization and small business, as well as practitioners within manufacturing companies.

Introduction to the Smart Factory

Author : Nicola Accialini
Publisher :
ISBN 13 :
Total Pages : 98 pages
Book Rating : 4.7/5 (125 download)

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Book Synopsis Introduction to the Smart Factory by : Nicola Accialini

Download or read book Introduction to the Smart Factory written by Nicola Accialini and published by . This book was released on 2021-02-22 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Smart Factory can be defined as a factory designed on the basis of the following characteristics: is able to facilitate the launch of new products based on market dynamics, is scalable to meet the changing demand for existing products and has real-time analytics to minimize downtime and improve management.The objective of the Smart Factory is to improve the competitiveness of companies thanks to the aid of the new technologies of Industry 4.0 by increasing the level of automation, autonomy and flexibility of the production system. This book is aimed at all professionals, in particular at production managers and engineers who work in manufacturing companies and who want to get some ideas and start with a concrete approach a path of implementation of a Smart Factory. In this sense it is important to underline that the barriers are more cultural than technological. Technology exists and is already available at all levels: what is lacking is a medium-long term vision and the will to undertake a path, certainly complex, which however can bring important competitive advantages, especially in the globalized labor market.

Smart Business and Digital Transformation

Author : Tamás Stukovszky
Publisher :
ISBN 13 : 9781000892932
Total Pages : 0 pages
Book Rating : 4.8/5 (929 download)

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Book Synopsis Smart Business and Digital Transformation by : Tamás Stukovszky

Download or read book Smart Business and Digital Transformation written by Tamás Stukovszky and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Information Classification: General Smart Business and Digital Transformation Beginning in the mid-2010s, the Fourth Industrial Revolution has seen remarkable changes in information technology which have blurred the boundaries between the physical, digital, and biological worlds. Industry 4.0 has enabled so-called "smart factories" in which computer systems equipped with machine learning algorithms can learn and control robotics with minimal need for human input. While smart technology has enabled many manufacturing businesses to increase efficiency and cut costs, many others are still struggling with implementing it. This book aims to help students, practitioners and industry leaders to become change agents and take their first steps on the path of transformation. Smart Business and Digital Transformation addresses the challenge of becoming "smart" from three different perspectives: smart factory, smart industry, and smart environment. Covering technologies including the Internet of Things (IoT), cloud, artificial intelligence (AI), mobility, 5G, Big Data analytics, the book shows how enterprises can take advantage of them and ultimately beat the competition. The book considers the importance of operational processes, business models, and organizational culture. The contributing authors and editors, based at Corvinus University, present a multi-dimensional picture of industry 4.0 which is both diverse in its voices and unified in its vision. Smart Business and Digital Transformation meets the growing demand for a textbook that not only presents the latest concepts and theories but is also practical for planning, managing, and implementing digital transformation in practice. The chapters include case studies to demonstrate the practical applications, and each chapter ends with review and discussion questions to develop students' skills and competencies. Students of business and digital transformation on advanced undergraduate and MBA courses will find it an indispensable guide to a vibrant and challenging topic"--

The Future of Smart Production for SMEs

Author : Ole Madsen
Publisher : Springer Nature
ISBN 13 : 3031154282
Total Pages : 432 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis The Future of Smart Production for SMEs by : Ole Madsen

Download or read book The Future of Smart Production for SMEs written by Ole Madsen and published by Springer Nature. This book was released on 2022-10-28 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explains and exemplifies how SMEs can embrace the Smart Production approach and technologies in order to gain a beneficiary outcome. The book describes the Smart Production vision for SMEs, as well as the method to get there. The concept behind the book is based on the long-term experience of the authors in researching and tackling problems of SMEs in the manufacturing sector. The book provides applied methods and obtained solutions in different branches and different sizes of SMEs, encompassing a broad survey of our markets and societies. The perspective is systemic/holistic and integrated including human, organizational, technological, and digital perspectives.

Smart Manufacturing Factory

Author : Jiafu Wan
Publisher : CRC Press
ISBN 13 : 9781032608969
Total Pages : 0 pages
Book Rating : 4.6/5 (89 download)

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Book Synopsis Smart Manufacturing Factory by : Jiafu Wan

Download or read book Smart Manufacturing Factory written by Jiafu Wan and published by CRC Press. This book was released on 2023-12-14 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) technologies enable manufacturing systems to sense the environment, adapt to external needs, and extract process knowledge. This book therefore focuses on the implementation of AI in customized manufacturing (CM).

Smart Manufacturing Factory

Author : Jiafu Wan
Publisher : CRC Press
ISBN 13 : 1000999599
Total Pages : 471 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Smart Manufacturing Factory by : Jiafu Wan

Download or read book Smart Manufacturing Factory written by Jiafu Wan and published by CRC Press. This book was released on 2023-12-28 with total page 471 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) technologies enable manufacturing systems to sense the environment, adapt to external needs, and extract process knowledge, including business models such as intelligent production, networked collaboration, and extended service models. This book therefore focuses on the implementation of AI in customized manufacturing (CM). The main topics include edge intelligence in manufacturing, heterogeneous networks, intelligent fault diagnosis and maintenance, dynamic resource scheduling in manufacturing, and the construction mode of the smart factory. Based on the insights of CM and AI, the authors demonstrate the implementation of AI in the smart factory for CM, including architecture, information fusion, data analysis, dynamic scheduling, flexible production line construction, and smart manufacturing services. This book will provide important research content for scholars in artificial intelligence, smart manufacturing, machine learning, multi-agent systems, and industrial Internet of Things.

Business Models and Innovative Technologies for SMEs

Author : Ignitia Motjolopane, Ephias Ruhode, Pius Adewale Owolawi
Publisher : Bentham Science Publishers
ISBN 13 : 9815196723
Total Pages : 166 pages
Book Rating : 4.8/5 (151 download)

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Book Synopsis Business Models and Innovative Technologies for SMEs by : Ignitia Motjolopane, Ephias Ruhode, Pius Adewale Owolawi

Download or read book Business Models and Innovative Technologies for SMEs written by Ignitia Motjolopane, Ephias Ruhode, Pius Adewale Owolawi and published by Bentham Science Publishers. This book was released on 2023-12-20 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business Models and Innovative Technologies for SMEs focuses on technologies such as data analytics, artificial intelligence and data as a service. As these technologies offer new possibilities, small and medium enterprises (SMEs) often struggle to grasp their full potential within evolving business landscapes. Five reviews discuss the potential of these technologies to drive SME growth. The book also highlights the need for a strategic approach to overcoming challenges faced by SMEs to create innovative business models such as limited resources, infrastructure hurdles, and financial limitations. The chapters explore diverse facets of business model innovation, covering strategic models for mobile application development, the critical role of cybersecurity culture, readiness assessments, digital transformations leveraging artificial intelligence, expert systems' impact on competitiveness, and the adoption of data as services in SMEs. Each chapter is tailored to provide actionable insights drawn from theory and, where possible, real-life case studies, addressing questions related to technological benefits, innovative strategies, and challenges in implementing digital transformations for SMEs. This book caters to a wide audience of academics, researchers, policymakers, and business practitioners deeply invested in SME development, offering practical solutions and theoretical frameworks. The combination of scholarly and practical approaches towards developing and implementing innovative strategies, makes it a valuable resource for readers seeking to understand and support SME growth. Readership Academics, Entrepreneurs, Business consultants in the SME sector.

Artificial Intelligence for Business

Author : Hemachandran K
Publisher : CRC Press
ISBN 13 : 1000968863
Total Pages : 373 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Artificial Intelligence for Business by : Hemachandran K

Download or read book Artificial Intelligence for Business written by Hemachandran K and published by CRC Press. This book was released on 2023-11-21 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is transforming the business world at an unprecedented pace. From automating mundane tasks to predicting consumer behaviour, AI is changing the way businesses operate across all sectors. This book is an exploration of AI in business applications, highlighting the diverse range of ways in which AI is being used across different industries. The book begins with an overview of AI in business and its impact on the workforce. It then explores the role of AI in marketing, advertising, and tourism. The use of AI in personalized recommendations and chatbots is discussed in detail. The book then moves on to examine how AI is changing the retail industry, improving supply chain management, and enhancing the customer experience. The media and entertainment industry is also examined, with a focus on how AI is being used to personalize content and improve the user experience. The book also explores the use of AI in human resources, insurance, legal, and finance. The impact of AI on talent identification, recruitment, underwriting, document analysis, and financial forecasting is discussed in detail. In the healthcare and sports industries, AI is transforming the way we approach diagnosis, treatment, and training. The book examines how AI is being used to analyse medical images, develop personalized treatment plans, and improve patient outcomes. The use of AI in sports performance analysis is also discussed in detail. Finally, the book explores the use of AI in agriculture, energy, education, and the public sector. The potential of AI to optimize crop yields, reduce energy consumption, and improve the quality of education is discussed in detail. The book also examines how AI is being used to improve public services, such as transportation and emergency services. This book is a valuable resource for academics, researchers, professionals, and policymakers who are interested in understanding the potential of AI in the business world. The contributions from leading experts and researchers provide a comprehensive overview of AI in business applications, and how it is transforming different sectors. The book also examines the ethical dilemmas that arise from the use of AI in business, such as the impact on privacy and data security, and the potential for bias in AI algorithms. It provides valuable insights into how businesses can ensure that the use of AI is ethical and responsible. In conclusion, this book is a must-read for anyone interested in the potential of AI in the business world. It provides a comprehensive overview of AI in business applications and how it is transforming different sectors. The book examines the ethical dilemmas that arise from the use of AI in business, providing valuable insights into how businesses can ensure that the use of AI is ethical and responsible. We hope that readers will find this book informative and thought-provoking.

Data Driven Smart Manufacturing Technologies and Applications

Author : Weidong Li
Publisher : Springer Nature
ISBN 13 : 3030668495
Total Pages : 218 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Data Driven Smart Manufacturing Technologies and Applications by : Weidong Li

Download or read book Data Driven Smart Manufacturing Technologies and Applications written by Weidong Li and published by Springer Nature. This book was released on 2021-02-20 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reports innovative deep learning and big data analytics technologies for smart manufacturing applications. In this book, theoretical foundations, as well as the state-of-the-art and practical implementations for the relevant technologies, are covered. This book details the relevant applied research conducted by the authors in some important manufacturing applications, including intelligent prognosis on manufacturing processes, sustainable manufacturing and human-robot cooperation. Industrial case studies included in this book illustrate the design details of the algorithms and methodologies for the applications, in a bid to provide useful references to readers. Smart manufacturing aims to take advantage of advanced information and artificial intelligent technologies to enable flexibility in physical manufacturing processes to address increasingly dynamic markets. In recent years, the development of innovative deep learning and big data analytics algorithms is dramatic. Meanwhile, the algorithms and technologies have been widely applied to facilitate various manufacturing applications. It is essential to make a timely update on this subject considering its importance and rapid progress. This book offers a valuable resource for researchers in the smart manufacturing communities, as well as practicing engineers and decision makers in industry and all those interested in smart manufacturing and Industry 4.0.

Industry 4.0 for SMEs - Smart Manufacturing and Logistics for SMEs

Author :
Publisher :
ISBN 13 : 9783039365678
Total Pages : 348 pages
Book Rating : 4.3/5 (656 download)

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Book Synopsis Industry 4.0 for SMEs - Smart Manufacturing and Logistics for SMEs by :

Download or read book Industry 4.0 for SMEs - Smart Manufacturing and Logistics for SMEs written by and published by . This book was released on 2020-08-21 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future

Author : Theodor Borangiu
Publisher : Springer
ISBN 13 : 3030274772
Total Pages : 440 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future by : Theodor Borangiu

Download or read book Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future written by Theodor Borangiu and published by Springer. This book was released on 2019-08-02 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings book presents selected peer-reviewed papers from the 9th International Workshop on ‘Service Oriented, Holonic and Multi-agent Manufacturing Systems for the Industry of the Future’ organized by Universitat Politècnica de València, Spain, and held on October 3–4, 2019. The SOHOMA 2019 Workshop aimed to foster innovation in the digital transformation of manufacturing and logistics by promoting new concepts and methods and solutions through service orientation in holonic and agent-based control with distributed intelligence. The book provides insights into the theme of the SOHOMA’19 Workshop – ‘Smart anything everywhere – the vertical and horizontal manufacturing integration, ’ addressing ‘Industry of the Future’ (IoF), a term used to describe the 4th industrial revolution initiated by a new generation of adaptive, fully connected, analytical and highly efficient robotized manufacturing systems. This global IoF model describes a new stage of manufacturing, that is fully automatized and uses advanced information, communication and control technologies such as industrial IoT, cyber-physical production systems, cloud manufacturing, resource virtualization, product intelligence, and digital twin, edge and fog computing. It presents the IoF interconnection of distributed manufacturing entities using a ‘system-of-systems’ approach, discussing new types of highly interconnected and self-organizing production resources in the entire value chain; and new types of intelligent decision-making support based on from real-time production data collected from resources, products and machine learning processing. This book is intended for researchers and engineers working in the manufacturing value chain, and specialists developing computer-based control and robotics solutions for the ‘Industry of the Future’. It is also a valuable resource for master’s and Ph.D. students in engineering sciences programs.

Industry 4.0

Author : Jesús Hamilton Ortiz
Publisher : BoD – Books on Demand
ISBN 13 : 183880093X
Total Pages : 134 pages
Book Rating : 4.8/5 (388 download)

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Book Synopsis Industry 4.0 by : Jesús Hamilton Ortiz

Download or read book Industry 4.0 written by Jesús Hamilton Ortiz and published by BoD – Books on Demand. This book was released on 2020-03-25 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows a vision of the present and future of Industry 4.0 and identifies and examines the most pressing research issue in Industry 4.0. Containing the contributions of leading researchers and academics, this book includes recent publications in key areas of interest, for example: a review on the Industry 4.0: What is the Industry 4.0, the pillars of Industry 4.0, current and future trends, technologies, taxonomy, and some case studies (A.U.T.O 4.0, stabilization of digitized process). This book also provides an essential tool in the process of migration to Industry 4.0. The book is suitable as a text for graduate students and professionals in the industrial sector and general engineering areas. The book is organized into two sections: 1. Reviews 2. Case Studies Industry 4.0 is likely to play an important role in the future society. This book is a good reference on Industry 4.0 and includes some case studies. Each chapter is written by expert researchers in the sector, and the topics are broad; from the concept or definition of Industry 4.0 to a future society 5.0.

Artificial Intelligence

Author : Harvard Business Review
Publisher : HBR Insights
ISBN 13 : 9781633697898
Total Pages : 160 pages
Book Rating : 4.6/5 (978 download)

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Book Synopsis Artificial Intelligence by : Harvard Business Review

Download or read book Artificial Intelligence written by Harvard Business Review and published by HBR Insights. This book was released on 2019 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies that don't use AI to their advantage will soon be left behind. Artificial intelligence and machine learning will drive a massive reshaping of the economy and society. What should you and your company be doing right now to ensure that your business is poised for success? These articles by AI experts and consultants will help you understand today's essential thinking on what AI is capable of now, how to adopt it in your organization, and how the technology is likely to evolve in the near future. Artificial Intelligence: The Insights You Need from Harvard Business Review will help you spearhead important conversations, get going on the right AI initiatives for your company, and capitalize on the opportunity of the machine intelligence revolution. Catch up on current topics and deepen your understanding of them with the Insights You Need series from Harvard Business Review. Featuring some of HBR's best and most recent thinking, Insights You Need titles are both a primer on today's most pressing issues and an extension of the conversation, with interesting research, interviews, case studies, and practical ideas to help you explore how a particular issue will impact your company and what it will mean for you and your business.

Digital Twins in Industry

Author : A.Y.C. Nee
Publisher :
ISBN 13 : 9783036517995
Total Pages : 226 pages
Book Rating : 4.5/5 (179 download)

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Book Synopsis Digital Twins in Industry by : A.Y.C. Nee

Download or read book Digital Twins in Industry written by A.Y.C. Nee and published by . This book was released on 2021 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Twins in Industry is a compilation of works by authors with specific emphasis on industrial applications. Much of the research on digital twins has been conducted by the academia in both theoretical considerations and laboratory-based prototypes. Industry, while taking the lead on larger scale implementations of Digital Twins (DT) using sophisticated software, is concentrating on dedicated solutions that are not within the reach of the average-sized industries. This book covers 11 chapters of various implementations of DT. It provides an insight for companies who are contemplating the adaption of the DT technology, as well as researchers and senior students in exploring the potential of DT and its associated technologies.