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.

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.

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.

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.

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:

Smart Manufacturing

Author : Tan Yen Kheng
Publisher : BoD – Books on Demand
ISBN 13 : 1838810870
Total Pages : 160 pages
Book Rating : 4.8/5 (388 download)

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Book Synopsis Smart Manufacturing by : Tan Yen Kheng

Download or read book Smart Manufacturing written by Tan Yen Kheng and published by BoD – Books on Demand. This book was released on 2021-01-14 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Smart manufacturing uses big data, the Internet of things (IoT) and the Internet of Services (IoS), and flexible and dynamic workforces to cope with ever-increasing demand in low-volume, high-mix production. Companies worldwide are already pivoting towards dynamic and reconfigurable production as a smarter way to build and make things. As such, this book discusses the next generation of manufacturing, which will involve the transformational convergence of intelligent machines, powerful computing and analytics, and unprecedented networking of people, products, and services.

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.

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.

Industry 4.0 for SMEs - Smart Manufacturing and Logistics for SMEs

Author : Erwin Rauch
Publisher :
ISBN 13 : 9783039365685
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 : Erwin Rauch

Download or read book Industry 4.0 for SMEs - Smart Manufacturing and Logistics for SMEs written by Erwin Rauch and published by . This book was released on 2020 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, the industrial environment has been changing radically due to the introduction of concepts and technologies based on the fourth industrial revolution, also known as Industry 4.0. After the introduction of Industry 4.0 in large enterprises, SMEs have moved into the focus, as they are the backbone of many economies. Small organizations are increasingly proactive in improving their operational processes, which is a good starting point for introducing the new concepts of Industry 4.0. The readiness of SME-adapted Industry 4.0 concepts and the organizational capability of SMEs to meet this challenge exist only in some areas. This reveals the need for further research and action plans for preparing SMEs in a technical and organizational direction. Therefore, special research and investigations are needed for the implementation of Industry 4.0 technologies and concepts in SMEs. SMEs will only achieve Industry 4.0 by following SME-customized implementation strategies and approaches and realizing SME-adapted concepts and technological solutions. Thus, this Special Issue represents a collection of theoretical models as well as practical case studies related to the introduction of Industry 4.0 concepts in small- and medium-sized enterprises.

Reinventing Manufacturing and Business Processes Through Artificial Intelligence

Author : Geeta Rana
Publisher : CRC Press
ISBN 13 : 1000506045
Total Pages : 193 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Reinventing Manufacturing and Business Processes Through Artificial Intelligence by : Geeta Rana

Download or read book Reinventing Manufacturing and Business Processes Through Artificial Intelligence written by Geeta Rana and published by CRC Press. This book was released on 2021-12-14 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Industry 4.0 for SMEs

Author : Dominik T. Matt
Publisher : Palgrave Macmillan
ISBN 13 : 9783030254247
Total Pages : 0 pages
Book Rating : 4.2/5 (542 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 Palgrave Macmillan. This book was released on 2020-01-30 with total page 0 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.

Advances in Production Management Systems. Smart Manufacturing for Industry 4.0

Author : Ilkyeong Moon
Publisher : Springer
ISBN 13 : 3319997076
Total Pages : 502 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Advances in Production Management Systems. Smart Manufacturing for Industry 4.0 by : Ilkyeong Moon

Download or read book Advances in Production Management Systems. Smart Manufacturing for Industry 4.0 written by Ilkyeong Moon and published by Springer. This book was released on 2018-08-24 with total page 502 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set IFIP AICT 535 and 536 constitutes the refereed proceedings of the International IFIP WG 5.7 Conference on Advances in Production Management Systems, APMS 2018, held in Seoul, South Korea, in August 2018. The 129 revised full papers presented were carefully reviewed and selected from 149 submissions. They are organized in the following topical sections: lean and green manufacturing; operations management in engineer-to-order manufacturing; product-service systems, customer-driven innovation and value co-creation; collaborative networks; smart production for mass customization; global supply chain management; knowledge based production planning and control; knowledge based engineering; intelligent diagnostics and maintenance solutions for smart manufacturing; service engineering based on smart manufacturing capabilities; smart city interoperability and cross-platform implementation; manufacturing performance management in smart factories; industry 4.0 - digital twin; industry 4.0 - smart factory; and industry 4.0 - collaborative cyber-physical production and human systems.

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.

Smart Digital Manufacturing

Author : Rene Wolf
Publisher : John Wiley & Sons
ISBN 13 : 352734862X
Total Pages : 116 pages
Book Rating : 4.5/5 (273 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 2020-11-09 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.

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.

Industry 4.0 for SMEs

Author : Helmut Zsifkovits
Publisher :
ISBN 13 : 9781013274794
Total Pages : 434 pages
Book Rating : 4.2/5 (747 download)

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Book Synopsis Industry 4.0 for SMEs by : Helmut Zsifkovits

Download or read book Industry 4.0 for SMEs written by Helmut Zsifkovits and published by . This book was released on 2020-10-09 with total page 434 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. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.

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.