Industry Applications of Thrust Manufacturing: Convergence with Real-Time Data and AI

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Publisher : IGI Global
ISBN 13 :
Total Pages : 390 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Industry Applications of Thrust Manufacturing: Convergence with Real-Time Data and AI by : Satishkumar, D.

Download or read book Industry Applications of Thrust Manufacturing: Convergence with Real-Time Data and AI written by Satishkumar, D. and published by IGI Global. This book was released on 2024-03-04 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: In manufacturing, entrenched challenges like costly maintenance, operational inefficiencies, and product defects loom large, casting shadows over industry progress. Despite the promise of Industry 4.0 and the proliferation of data-driven technologies, many enterprises need help to effectively harness the transformative power of artificial intelligence (AI). The gap between AI's potential and its practical application persists, hindering manufacturing companies from achieving optimal efficiency, competitiveness, and sustainability. Industry Applications of Thrust Manufacturing: Convergence with Real-Time Data and AI is a groundbreaking book meticulously crafted to address the pressing needs of academic scholars and industry professionals. Offering a nuanced exploration of AI's role in revolutionizing manufacturing, this book serves as a beacon of clarity amidst the complexities of modern industrial landscapes. Whether seeking to optimize operational workflows, mitigate risks, or unlock untapped opportunities, this definitive guide offers invaluable insights and actionable strategies to propel manufacturing enterprises into a future of innovation, efficiency, and sustainable growth.

Using Real-Time Data and AI for Thrust Manufacturing

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Publisher : IGI Global
ISBN 13 :
Total Pages : 368 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Using Real-Time Data and AI for Thrust Manufacturing by : Satishkumar, D.

Download or read book Using Real-Time Data and AI for Thrust Manufacturing written by Satishkumar, D. and published by IGI Global. This book was released on 2024-03-28 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the dynamic world of manufacturing, the industry has grappled with ongoing issues such as expensive machine maintenance, operational inefficiencies, and the production of defective products. The need for informed decision-making to maintain quality, meet deadlines, and prevent disruptions is more crucial than ever. Enter Using Real-Time Data and AI for Thrust Manufacturing, a groundbreaking book that addresses these challenges head-on. As Industry 4.0 transforms the manufacturing sector through the integration of the Internet of Things (IoT) and artificial intelligence (AI), this book serves as a beacon for academic scholars and industry professionals alike, offering profound insights into the world of AI-driven industry solutions. The objective of this book is clear—to revolutionize the manufacturing sector by leveraging human expertise and AI-driven data technologies. By delving into the realms of Industry 4.0, IoT, and AI, the book systematically tackles issues such as costly downtime, inefficient processes, and the production of substandard products. With a focus on turning raw data into meaningful insights, the book explores AI applications like machine learning and deep learning, natural language processing, and machine vision. From predictive maintenance to improved demand forecasting, quality assurance, inspection, and warehouse automation, the book positions AI as the linchpin of "Industry 4.0," ensuring not only cost savings but also safety improvements and supply-chain efficiencies.

Generative AI and LLMs

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Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 311142507X
Total Pages : 290 pages
Book Rating : 4.1/5 (114 download)

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Book Synopsis Generative AI and LLMs by : S. Balasubramaniam

Download or read book Generative AI and LLMs written by S. Balasubramaniam and published by Walter de Gruyter GmbH & Co KG. This book was released on 2024-09-23 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: Generative artificial intelligence (GAI) and large language models (LLM) are machine learning algorithms that operate in an unsupervised or semi-supervised manner. These algorithms leverage pre-existing content, such as text, photos, audio, video, and code, to generate novel content. The primary objective is to produce authentic and novel material. In addition, there exists an absence of constraints on the quantity of novel material that they are capable of generating. New material can be generated through the utilization of Application Programming Interfaces (APIs) or natural language interfaces, such as the ChatGPT developed by Open AI and Bard developed by Google. The field of generative artificial intelligence (AI) stands out due to its unique characteristic of undergoing development and maturation in a highly transparent manner, with its progress being observed by the public at large. The current era of artificial intelligence is being influenced by the imperative to effectively utilise its capabilities in order to enhance corporate operations. Specifically, the use of large language model (LLM) capabilities, which fall under the category of Generative AI, holds the potential to redefine the limits of innovation and productivity. However, as firms strive to include new technologies, there is a potential for compromising data privacy, long-term competitiveness, and environmental sustainability. This book delves into the exploration of generative artificial intelligence (GAI) and LLM. It examines the historical and evolutionary development of generative AI models, as well as the challenges and issues that have emerged from these models and LLM. This book also discusses the necessity of generative AI-based systems and explores the various training methods that have been developed for generative AI models, including LLM pretraining, LLM fine-tuning, and reinforcement learning from human feedback. Additionally, it explores the potential use cases, applications, and ethical considerations associated with these models. This book concludes by discussing future directions in generative AI and presenting various case studies that highlight the applications of generative AI and LLM.

Convergence of Industry 4.0 and Supply Chain Sustainability

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Publisher : IGI Global
ISBN 13 :
Total Pages : 511 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Convergence of Industry 4.0 and Supply Chain Sustainability by : Khan, Muhammad Rahies

Download or read book Convergence of Industry 4.0 and Supply Chain Sustainability written by Khan, Muhammad Rahies and published by IGI Global. This book was released on 2024-03-22 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the ever-increasing landscape of industry and technology, companies worldwide face an unprecedented challenge. The relentless march of progress, epitomized by the revolution of Industry 4.0, demands adaptation for survival and competitiveness. The integration of technologies such as the Internet of Things (IoT), blockchain, artificial intelligence, additive manufacturing, and robotics has irrevocably altered manufacturing and supply chain operations. What was initially a quest for augmented quality and production has now become an inexorable pursuit of sustainability. The United Nations Sustainable Development Goals (UNSDG) 2030 have left no room for exemptions, making sustainability an imperative at the heart of every business strategy. The answer to this pressing challenge lies within the pages of the book, Convergence of Industry 4.0 and Supply Chain Sustainability. It serves a meticulously curated collection of research that illuminates the intricacies of implementing Industry 4.0 and the ramifications for sustainable supply chains. Our work focuses on the associated challenges and opportunities encountered by the adoption of Industry 4.0 in supply chain management (SCM).

Technologies for Sustainable Healthcare Development

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Publisher : IGI Global
ISBN 13 :
Total Pages : 421 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Technologies for Sustainable Healthcare Development by : Murugan, Thangavel

Download or read book Technologies for Sustainable Healthcare Development written by Murugan, Thangavel and published by IGI Global. This book was released on 2024-07-26 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: In contemporary healthcare, Industry 5.0 technologies present a paradoxical challenge and opportunity. The rapid integration of Cyber Physical Systems, Cloud Computing, Internet of Things, Artificial Intelligence, Smart Factories, and Cognitive Computing has ushered in unprecedented transformations, yet it has concurrently given rise to critical vulnerabilities within healthcare systems. As sensitive patient data becomes increasingly digitized, the specter of cybersecurity threats looms larger than ever. The book, titled "Technologies for Sustainable Healthcare Development," undertakes the crucial task of addressing this pressing concern. Focused on Cybersecurity and Data Science Innovations in Industry 5.0 Technologies for Sustainable Healthcare, it serves as an indispensable guide for professionals, researchers, and policymakers aiming to fortify healthcare systems against unauthorized access and cyber threats while unlocking the potential of transformative technologies. The overarching objective of Technologies for Sustainable Healthcare Development is to dissect the challenges posed by the convergence of cybersecurity, data science, and Industry 5.0 in healthcare. This timely publication delves into the evolution of cybersecurity and data science, providing insights into their symbiotic relationship and the implications for healthcare. Through its exploration of cutting-edge research, innovative solutions, and practical applications, the book becomes a beacon for those seeking to navigate the evolving landscape of secure healthcare development. It does not merely dissect problems but endeavors to provide sustainable development strategies, contributing to the advancement of robust and efficient healthcare systems.

AI-Powered Advances in Pharmacology

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Publisher : IGI Global
ISBN 13 :
Total Pages : 512 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis AI-Powered Advances in Pharmacology by : Shaik, Aminabee

Download or read book AI-Powered Advances in Pharmacology written by Shaik, Aminabee and published by IGI Global. This book was released on 2024-09-14 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the field of pharmaceutical sciences, the integration of artificial intelligence (AI) has emerged as a groundbreaking force, propelling the field into uncharted territories of discovery and innovation. As traditional approaches in drug discovery and development encounter new challenges, the need for cutting-edge technologies becomes increasingly apparent. AI-Powered Advances in Pharmacology offers an insightful exploration of this critical intersection between AI and pharmacological research. This book delves into how AI technologies are reshaping the understanding of diseases, predicting drug responses, and optimizing therapeutic interventions. It navigates through the relationship between AI algorithms, big data analytics, and traditional pharmacological methodologies, promising to accelerate drug development and usher in a new era of precision medicine. The primary objective of AI-Powered Advances in Pharmacology is to conduct a thorough exploration of the integration of artificial intelligence (AI) into pharmacological research, shedding light on its transformative impact on drug discovery, development, and personalized medicine. This comprehensive overview aims to serve as a valuable resource for researchers, practitioners, and students in the field, bridging the gap between traditional pharmacological approaches and AI methodologies. Through case studies and discussions of emerging trends, the book contributes to the evolving landscape of pharmacology, fostering a deeper understanding of diseases, optimizing therapeutic interventions, and shaping the future of precision medicine. By providing practical insights, it aims to inspire further advancements at the intersection of artificial intelligence and pharmacology.

Strategic Management and Policy in the Global Aviation Industry

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Publisher : IGI Global
ISBN 13 :
Total Pages : 344 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Strategic Management and Policy in the Global Aviation Industry by : Kurnaz, Salim

Download or read book Strategic Management and Policy in the Global Aviation Industry written by Kurnaz, Salim and published by IGI Global. This book was released on 2024-04-09 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aviation industry presents a unique conundrum with the complex relationship between government oversight and business management. While the aviation industry operates in a business-oriented manner, a considerable number of aviation companies and airports worldwide are still government-owned. The COVID-19 pandemic has accentuated the pivotal role of governments in the industry, highlighting the need for a comprehensive understanding of this interaction, given the sector's massive economic influence and the extensive investment required. The need for an in-depth exploration of this liaison has never been more pressing. Strategic Management and Policy in the Global Aviation Industry offers an insightful and comprehensive solution to this enigmatic issue. This book delves into the dynamics of the aviation sector's reliance on government intervention and support, providing invaluable perspectives for academic scholars and industry enthusiasts. It explores the critical role governments play in the development and sustainability of aviation companies, especially in the wake of the pandemic, where governments worldwide stepped in to bolster their national aviation companies. Additionally, the book explores the industry's efforts to align with the United Nations' sustainability targets and the critical influence of government regulations in achieving these goals. It also dissects the digital transformation and the integration of innovative technologies in aviation, setting the stage for a more efficient and innovative industry. Furthermore, it unveils the burgeoning role of artificial intelligence in the quest for cost reduction and enhanced operational efficiency in the fiercely competitive aviation market.

Global Challenges for the Environment and Climate Change

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Publisher : IGI Global
ISBN 13 :
Total Pages : 510 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Global Challenges for the Environment and Climate Change by : Idris, Sofia

Download or read book Global Challenges for the Environment and Climate Change written by Idris, Sofia and published by IGI Global. This book was released on 2024-07-22 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rampant deforestation, rising carbon emissions, and more unprecedented threats are creating chaos and turmoil for the environment. The delicate balance between nature and humanity seems to waver on the brink of collapse. Climate change exacerbates standard occurrences of natural disasters, and endangers countless species. Amid these daunting challenges, the need for comprehensive research and actionable solutions has never been greater. Global Challenges for the Environment and Climate Change draws upon the latest research and empirical findings, and offers a roadmap for navigating the complexities of our interconnected world. Exploring topics such as climate change, sustainable consumption, and global governance equips readers with the knowledge and insights needed to effect meaningful change.

Special Interest Trends for Sustainable Tourism

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Publisher : IGI Global
ISBN 13 :
Total Pages : 459 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Special Interest Trends for Sustainable Tourism by : Jermsittiparsert, Kittisak

Download or read book Special Interest Trends for Sustainable Tourism written by Jermsittiparsert, Kittisak and published by IGI Global. This book was released on 2024-07-26 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid changes in many dimensions that have occurred in the past decade have resulted in many changes in people’s conditions and lifestyles. The role of technology in facilitating the fastest pace of development in human history remains a major theme of our time, especially as humanity recovers from the most severe pandemic of the century. As tourism recuperates after the COVID-19 pandemic, a growing number of travelers are showing interest in special interest tourism, seeking unique and tailored travel experiences. It is essential that this resurgence prioritizes sustainability, leveraging technological advancements to create eco-friendly travel options, support local communities, and minimize environmental impacts. Special Interest Trends for Sustainable Tourism offers solutions for sustainable tourist practices, strategies, and developments. It provides the most up-to-date information and views regarding the state and special interest trends of the tourism sector in all its dimensions. This book covers topics such as sustainability, ecotourism, and volunteering, and is a useful resource for business owners, travel agencies, hospitality and tourism professionals, academicians, and researchers.

Critical Perspectives on the Intersections of Coaching and Leadership

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Publisher : IGI Global
ISBN 13 :
Total Pages : 340 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Critical Perspectives on the Intersections of Coaching and Leadership by : Wefald, Andrew J.

Download or read book Critical Perspectives on the Intersections of Coaching and Leadership written by Wefald, Andrew J. and published by IGI Global. This book was released on 2024-04-16 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: A distinctive challenge has emerged in business and educational industries—how to navigate the intersections of life coaching, relational coaching, and leadership coaching. The surge in popularity of these coaching methods has significantly impacted the practices and philosophies of leaders across various sectors. As leaders increasingly incorporate coaching into their approaches, a critical need arises to comprehensively understand the theoretical underpinnings and practical applications of these intersections. Critical Perspectives on the Intersections of Coaching and Leadership, addresses this challenge by showcasing the knowledge of experts engaged in this discourse, spanning the spectrum of academic and practical exploration. The book examines the intersections of coaching and leadership, providing readers with an understanding through diverse perspectives. By critically analyzing these intersections, the book addresses pivotal questions. What role should coaching play in leadership? How can these intersections contribute to forging a more inclusive and fairer world? By addressing these questions directly, the book explores the challenges that emerge in these intersections and explains how coaching, within diverse leadership approaches, can be a transformative force. The aim is to offer valuable insights to scholars and practitioners in coaching and leadership fostering a deeper exploration of the symbiotic relationship between these dynamic fields.

Neuroleadership Development and Effective Communication in Modern Business

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Publisher : IGI Global
ISBN 13 :
Total Pages : 385 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Neuroleadership Development and Effective Communication in Modern Business by : Kukreja, Jyoti

Download or read book Neuroleadership Development and Effective Communication in Modern Business written by Kukreja, Jyoti and published by IGI Global. This book was released on 2024-04-22 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's rapidly evolving business landscape, leaders face unprecedented challenges in navigating complex organizational dynamics, fostering innovation, and driving sustainable growth. Traditional leadership approaches often must address these multifaceted issues, leading to stagnation and missed corporate opportunities. The emerging field of Neuroleadership offers a transformative solution by leveraging cutting-edge insights from neuroscience and psychology to revolutionize leadership practices. Neuroleadership Development and Effective Communication in Modern Business is a comprehensive guide to understanding and implementing Neuroleadership principles, offering a groundbreaking approach to leadership development. With topics ranging from stress management and resilience to ethical leadership considerations, this book provides a holistic framework for leadership excellence in the digital age. Whether you're a seasoned executive, a leadership development professional, or a scholar seeking to explore the frontiers of leadership research, this resource is your essential companion to mastering the art and science of Neuroleadership.

Sustainable Partnership and Investment Strategies for Startups and SMEs

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Publisher : IGI Global
ISBN 13 :
Total Pages : 352 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Sustainable Partnership and Investment Strategies for Startups and SMEs by : Paul, Biswajit

Download or read book Sustainable Partnership and Investment Strategies for Startups and SMEs written by Paul, Biswajit and published by IGI Global. This book was released on 2024-04-15 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Sustainable development is a bigger issue than it has ever been before. The relationship between present needs and future imperatives defines our contemporary challenges, especially within the realms of societal aspirations, business enterprises, startups, and SMEs. The dynamic nature of today's entrepreneurial landscape, characterized by ceaseless challenges and constant change, underscores the urgency to align strategies with the imperatives of sustainable development. Sustainable Partnership and Investment Strategies for Startups and SMEs examines this issue and the intersection between sustainable development and the practical nuances of navigating the modern entrepreneurial landscape. The book serves as a comprehensive scholarly source, providing in-depth insights into the challenges of formulating strategies for ventures within the framework of Sustainable Development Goals (SDGs). From 'no poverty' to 'Partnerships for the Goals,' it scrutinizes the latest research, theoretical frameworks, and powerful approaches that lie at the heart of sustainable and responsible entrepreneurship. Against the backdrop of a constantly evolving world, the objective of the book comes to the forefront. Today's business and entrepreneurial practices grapple with an ever-changing environment, demanding contemporary and flexible business and investment strategies. Focusing on a select set of SDGs is not just a strategic imperative but a requirement for societal well-being and enduring business success.

Strategic Innovations for Dynamic Supply Chains

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Publisher : IGI Global
ISBN 13 :
Total Pages : 362 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Strategic Innovations for Dynamic Supply Chains by : M?zrak, Filiz

Download or read book Strategic Innovations for Dynamic Supply Chains written by M?zrak, Filiz and published by IGI Global. This book was released on 2024-04-09 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the years following the global Covid-19 pandemic, existing issues in global supply chains became exacerbated, bringing attention to the need for advancement and innovation to solve the complex problems. We live in an era characterized by relentless technological advancements, global interconnectedness, and evolving consumer demands, and the supply chain management landscape is being forced to undergo profound transformations. Strategic Innovations for Dynamic Supply Chains offers a comprehensive exploration of the paradigm shifts, emerging trends, and groundbreaking strategies shaping the future of supply chain dynamics. Ideal for professionals, academics, and decision-makers navigating the complexities of contemporary supply chain management, the collaborative effort behind this book combines the insights of leading experts, industry visionaries, and innovative thinkers to unravel the complexities of modern supply chain ecosystems and provide a roadmap for organizations seeking to thrive in constant change. It emphasizes the importance of sustainability and responsiveness, and provides strategic frameworks for decision-makers.

Resilience of Multicultural and Multigenerational Leadership and Workplace Experience

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Publisher : IGI Global
ISBN 13 :
Total Pages : 623 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Resilience of Multicultural and Multigenerational Leadership and Workplace Experience by : Vázquez de Príncipe, Joanne

Download or read book Resilience of Multicultural and Multigenerational Leadership and Workplace Experience written by Vázquez de Príncipe, Joanne and published by IGI Global. This book was released on 2024-05-07 with total page 623 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's volatile, uncertain, complex, and ambiguous (VUCA) world, the challenges faced by individuals, teams, and organizations are more pressing than ever. The persistent global tragedies and instabilities demand a new approach to leadership—one that goes beyond traditional models to address the complexities of a multicultural and multigenerational workforce. The need for resilience has never been more urgent as we grapple with the aftermath of a pandemic and the ever-evolving landscape of work. The book titled Resilience of Multicultural and Multigenerational Leadership and Workplace Experience dives deep into the heart of the issue, highlighting the importance of cultivating resilience as a dynamic ability. It serves as a call to action for individuals and leaders to fortify their resilience, transforming it from a mere survival mechanism into a strategic advantage that propels individuals and organizations towards success. The core objective of Resilience of Multicultural and Multigenerational Leadership and Workplace Experience is to offer various solutions to the challenges posed by the contemporary business environment. Grounded in both theoretical and empirical research, the book aims to provide a guide for scholars and professionals navigating the complexities of leadership in a multicultural context. By delving into the strategic role of resilient leadership across various organizational levels, the book equips its readers with the tools and insights needed to not only face these challenges but emerge stronger.

Industrial Automation Technologies

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Publisher : CRC Press
ISBN 13 : 1000068781
Total Pages : 329 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Industrial Automation Technologies by : Chanchal Dey

Download or read book Industrial Automation Technologies written by Chanchal Dey and published by CRC Press. This book was released on 2020-05-28 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book begins with an overview of automation history and followed by chapters on PLC, DCS, and SCADA –describing how such technologies have become synonymous in process instrumentation and control. The book then introduces the niche of Fieldbuses in process industries. It then goes on to discuss wireless communication in the automation sector and its applications in the industrial arena. The book also discusses theall-pervading IoT and its industrial cousin,IIoT, which is finding increasing applications in process automation and control domain. The last chapter introduces OPC technology which has strongly emerged as a defacto standard for interoperable data exchange between multi-vendor software applications and bridges the divide between heterogeneous automation worlds in a very effective way. Key features: Presents an overall industrial automation scenario as it evolved over the years Discusses the already established PLC, DCS, and SCADA in a thorough and lucid manner and their recent advancements Provides an insight into today’s industrial automation field Reviews Fieldbus communication and WSNs in the context of industrial communication Explores IIoT in process automation and control fields Introduces OPC which has already carved out a niche among industrial communication technologies with its seamless connectivity in a heterogeneous automation world Dr. Chanchal Dey is Associate Professor in the Department of Applied Physics, Instrumentation Engineering Section, University of Calcutta. He is a reviewer of IEEE, Elsevier, Springer, Acta Press, Sage, and Taylor & Francis Publishers. He has more than 80 papers in international journals and conference publications. His research interests include intelligent process control using conventional, fuzzy, and neuro-fuzzy techniques. Dr. Sunit Kumar Sen is an ex-professor, Department of Applied Physics, Instrumentation Engineering Section, University of Calcutta. He was a coordinator of two projects sponsored by AICTE and UGC, Government of India. He has published around70 papers in international and national journals and conferences and has published three books – the last one was published by CRC Press in 2014. He is a reviewer of Measurement, Elsevier. His field of interest is new designs of ADCs and DACs.

Artificial Intelligence-Enabled Digital Twin for Smart Manufacturing

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Publisher : John Wiley & Sons
ISBN 13 : 1394303580
Total Pages : 628 pages
Book Rating : 4.3/5 (943 download)

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Book Synopsis Artificial Intelligence-Enabled Digital Twin for Smart Manufacturing by : Amit Kumar Tyagi

Download or read book Artificial Intelligence-Enabled Digital Twin for Smart Manufacturing written by Amit Kumar Tyagi and published by John Wiley & Sons. This book was released on 2024-09-11 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential book on the applications of AI and digital twin technology in the smart manufacturing sector. In the rapidly evolving landscape of modern manufacturing, the integration of cutting-edge technologies has become imperative for businesses to remain competitive and adaptive. Among these technologies, Artificial Intelligence (AI) stands out as a transformative force, revolutionizing traditional manufacturing processes and making the way for the era of smart manufacturing. At the heart of this technological revolution lies the concept of the Digital Twin—an innovative approach that bridges the physical and digital realms of manufacturing. By creating a virtual representation of physical assets, processes, and systems, organizations can gain unprecedented insights, optimize operations, and enhance decision-making capabilities. This timely book explores the convergence of AI and Digital Twin technologies to empower smart manufacturing initiatives. Through a comprehensive examination of principles, methodologies, and practical applications, it explains the transformative potential of AI-enabled Digital Twins across various facets of the manufacturing lifecycle. From design and prototyping to production and maintenance, AI-enabled Digital Twins offer multifaceted advantages that redefine traditional paradigms. By leveraging AI algorithms for data analysis, predictive modeling, and autonomous optimization, manufacturers can achieve unparalleled levels of efficiency, quality, and agility. This book explains how AI enhances the capabilities of Digital Twins by creating a powerful tool that can optimize production processes, improve product quality, and streamline operations. Note that the Digital Twin in this context is a virtual representation of a physical manufacturing system, including machines, processes, and products. It continuously collects real-time data from sensors and other sources, allowing it to mirror the physical system’s behavior and performance. What sets this Digital Twin apart is the incorporation of AI algorithms and machine learning techniques that enable it to analyze and predict outcomes, recommend improvements, and autonomously make adjustments to enhance manufacturing efficiency. This book outlines essential elements, like real-time monitoring of machines, predictive analytics of machines and data, optimization of the resources, quality control of the product, resource management, decision support (timely or quickly accurate decisions). Moreover, this book elucidates the symbiotic relationship between AI and Digital Twins, highlighting how AI augments the capabilities of Digital Twins by infusing them with intelligence, adaptability, and autonomy. Hence, this book promises to enhance competitiveness, reduce operational costs, and facilitate innovation in the manufacturing industry. By harnessing AI’s capabilities in conjunction with Digital Twins, manufacturers can achieve a more agile and responsive production environment, ultimately driving the evolution of smart factories and Industry 4.0/5.0. Audience This book has a wide audience in computer science, artificial intelligence, and manufacturing engineering, as well as engineers in a variety of industrial manufacturing industries. It will also appeal to economists and policymakers working on the circular economy, clean tech investors, industrial decision-makers, and environmental professionals.

Integration of AI-Based Manufacturing and Industrial Engineering Systems with the Internet of Things

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Author :
Publisher : CRC Press
ISBN 13 : 1003828965
Total Pages : 350 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Integration of AI-Based Manufacturing and Industrial Engineering Systems with the Internet of Things by : Pankaj Bhambri

Download or read book Integration of AI-Based Manufacturing and Industrial Engineering Systems with the Internet of Things written by Pankaj Bhambri and published by CRC Press. This book was released on 2023-12-22 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Integration of AI-Based Manufacturing and Industrial Engineering Systems with the Internet of Things describes how AI techniques, such as deep learning, cognitive computing, and Machine Learning, can be used to analyze massive volumes of data produced by IoT devices in manufacturing environments. The potential benefits and challenges associated with the integration of AI and IoT in industrial environments are explored throughout the book as the authors delve into various aspects of the integration process. The role of IoT-enabled sensors, actuators, and smart devices in capturing real-time data from manufacturing processes, supply chains, and equipment is discussed along with how data can be processed and analyzed using AI algorithms to derive actionable insights, optimize production, improve quality control, and enhance overall operational efficiency. A valuable resource for researchers, practitioners, and professionals involved in the fields of AI, IoT, manufacturing systems, and industrial engineering, and combines theoretical foundations, practical applications, and case studies.