Digitalization And Analytics For Smart Plant Performance

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Digitalization And Analytics For Smart Plant Performance

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Author : Frank (Xin X.) Zhu
language : en
Publisher: John Wiley & Sons
Release Date : 2021-04-06

Digitalization And Analytics For Smart Plant Performance written by Frank (Xin X.) Zhu and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-06 with Technology & Engineering categories.

This book addresses the topic of integrated digitization of plants on an objective basis and in a holistic manner by sharing data, applying analytics tools and integrating workflows via pertinent examples from industry. It begins with an evaluation of current performance management practices and an overview of the need for a "Connected Plant" via digitalization followed by sections on "Connected Assets: Improve Reliability and Utilization," "Connected Processes: Optimize Performance and Economic Margin " and "Connected People: Digitalizing the Workforce and Workflows and Developing Ownership and Digital Culture," then culminating in a final section entitled "Putting All Together Into an Intelligent Digital Twin Platform for Smart Operations and Demonstrated by Application cases."

Digitalization And Analytics For Smart Plant Performance

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Author : Frank (Xin X.) Zhu
language : en
Publisher: John Wiley & Sons
Release Date : 2021-03-23

Digitalization And Analytics For Smart Plant Performance written by Frank (Xin X.) Zhu and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-23 with Technology & Engineering categories.

This book addresses the topic of integrated digitization of plants on an objective basis and in a holistic manner by sharing data, applying analytics tools and integrating workflows via pertinent examples from industry. It begins with an evaluation of current performance management practices and an overview of the need for a "Connected Plant" via digitalization followed by sections on "Connected Assets: Improve Reliability and Utilization," "Connected Processes: Optimize Performance and Economic Margin " and "Connected People: Digitalizing the Workforce and Workflows and Developing Ownership and Digital Culture," then culminating in a final section entitled "Putting All Together Into an Intelligent Digital Twin Platform for Smart Operations and Demonstrated by Application cases."

Artificial Intelligence Enabled Digital Twin For Smart Manufacturing

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Author : Amit Kumar Tyagi
language : en
Publisher: John Wiley & Sons
Release Date : 2024-09-11

Artificial Intelligence Enabled Digital Twin For Smart Manufacturing written by Amit Kumar Tyagi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-11 with Computers categories.

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.

Digital Transformation What Is The Impact On Workers Today

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Author : Zuzana Dvořáková
language : en
Publisher: Springer Nature
Release Date : 2023-12-26

Digital Transformation What Is The Impact On Workers Today written by Zuzana Dvořáková and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-26 with Computers categories.

This book offers the latest research on formation of modern workers in the context of digitalization: from constant improvement of new training technologies to growing requirements for employees in workplace, as well as an assessment of specialists' digital skills and dynamics of changes over the past years. The book proposes to look at the pool of these problems through the prism of acquisition of new digital competencies and requirements for a modern worker. This book is intended for both young and experienced scientists who want to get acquainted with latest trends and data to use them in their research.

Scenarios Fictions And Imagined Possibilities In Science Engineering And Education

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Author : Daria Bylieva
language : en
Publisher: Springer Nature
Release Date : 2024-11-12

Scenarios Fictions And Imagined Possibilities In Science Engineering And Education written by Daria Bylieva and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-12 with Computers categories.

This book presents the proceedings of the 24th International Conference Professional Culture of the Specialist of the Future. Professionals and experts in all fields need to be prepared to handle unfamiliar situations. Some of these are unexpected events that may occur quite suddenly out of the blue, and others may emerge in the course of technological development or predicted trends. In order to successfully confront the future, professionals therefore need to engage in hypothetical thinking as they entertain concrete scenarios or fictitious possibilities. Scientists and engineers lead the way when they employ thought experiments and systematically consider alternative realities. Educators come up with creative approaches to foster the “art of the as-if.” This highly interdisciplinary collection of 50 papers discusses the theoretical challenge of hypothetical thinking and presents practical strategies for its promotion.

Artificial Intelligence For Design And Process Science

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Author : Sang C. Suh
language : en
Publisher: Springer Nature
Release Date : 2025-01-13

Artificial Intelligence For Design And Process Science written by Sang C. Suh and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-13 with Computers categories.

This book provides a focused overview of what role artificial intelligence (AI) plays on the design and process of system development and perspectives on making it more and more relevant and beneficial for our society. It covers topics like large language models, generative AI, intelligenticism, communication dynamics representation, feature selection, smart design and social wellbeing, and it demonstrates the general applicability of AI to various problems in transdisciplinary domains. The book is a Festschrift for two lifetime fellows of the Society for Design and Process Science (SDPS), Bernd Kramer and Murat Tanik, in order to appreciate their work and honor them for lifelong dedication to design and process science. It is based on a special honorary event held at the AI in Design and Process Science (AIDPS) workshop during the 2024 Hawaii International Conference in System Sciences (HICSS). Overall, this book is a source of inspiration for everybody in academia and research sectors working on the vision of creating a strong, fruitful and creative community of design and process science for social wellbeing through the development of AI technologies.

Digital Twins And Cybersecurity

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Author : Palanichamy Naveen
language : en
Publisher: John Wiley & Sons
Release Date : 2024-12-20

Digital Twins And Cybersecurity written by Palanichamy Naveen and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-20 with Computers categories.

This book serves as a comprehensive guide to understanding the complex relationship between digital twins and cybersecurity, providing practical strategies for safeguarding connected systems. This book explores the convergence of digital twins and cybersecurity, offering insights, strategies, and best practices for safeguarding connected systems. It examines the definition, evolution, types, and applications of digital twins across industries like manufacturing, healthcare, and transportation. Highlighting growing digital threats, it underscores the need for robust cybersecurity measures to protect the integrity and confidentiality of digital twin ecosystems. The book analyzes key components and infrastructure of digital twins, including data flow, communication channels, vulnerabilities, and security considerations. It also addresses privacy challenges and explores relevant regulations and compliance requirements. Guiding readers through implementing security measures, it presents a comprehensive cybersecurity framework, covering data protection, encryption, and strategies for ensuring data integrity and confidentiality. It also explores incident response and recovery, secure communication protocols, and the roles of gateways and firewalls. Industry-specific challenges and mitigation strategies are examined through real-world case studies, offering valuable insights and lessons learned. Emerging trends in digital twin technology are thoroughly explored, including the impact of advancements such as AI and quantum computing and their associated cybersecurity challenges and solutions. Audience This book is an essential resource for professionals in the fields of cybersecurity and industrial and infrastructure sectors, including manufacturing, healthcare, transportation, and other industries that utilize digital twins. Researchers in computer science, cybersecurity, engineering, and technology, as well as policymakers and regulatory bodies, will also find this book highly useful.

Plant Intelligent Automation And Digital Transformation

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Author : Swapan Basu
language : en
Publisher: Academic Press
Release Date : 2022-10-28

Plant Intelligent Automation And Digital Transformation written by Swapan Basu and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-28 with Technology & Engineering categories.

Plant Intelligent Automation and Digital Transformation: Process and Factory Automation is an expansive four volume collection reviewing every major aspect of the intelligent automation and digital transformation of power, process and manufacturing plants, from the specific control and automation systems pertinent to various power process plants through manufacturing and factory automation systems. This volume introduces the foundations of automation control theory, networking practices and communication for power, process and manufacturing plants considered as integrated digital systems. In addition, it discusses Distributed control System (DCS) for Closed loop controls system (CLCS) and PLC based systems for Open loop control systems (OLCS) and factory automation. This book provides in-depth guidance on functional and design details pertinent to each of the control types referenced above, along with the installation and commissioning of control systems. - Introduces the foundations of control systems, networking and industrial data communications for power, process and manufacturing plant automation - Reviews core functions, design details and optimized configurations of plant digital control systems - Addresses advanced process control for digital control systems (inclusive of software implementations) - Provides guidance for installation commissioning of control systems in working plants

Introduction To Process Control

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Author : Jose A. Romagnoli
language : en
Publisher: CRC Press
Release Date : 2020-07-14

Introduction To Process Control written by Jose A. Romagnoli and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-14 with Science categories.

Introduction to Process Control, Third Edition continues to provide a bridge between traditional and modern views of process control by blending conventional topics with a broader perspective of integrated process operation, control, and information systems. Updated and expanded throughout, this third edition addresses issues highly relevant to today’s teaching of process control: Discusses smart manufacturing, new data preprocessing techniques, and machine learning and artificial intelligence concepts that are part of current smart manufacturing decisions Includes extensive references to guide the reader to the resources needed to solve modeling, classification, and monitoring problems Introduces the link between process optimization and process control (optimizing control), including the effect of disturbances on the optimal plant operation, the concepts of steady-state and dynamic back-off as ways to quantify the economic benefits of control, and how to determine an optimal transition policy during a planned production change Incorporates an introduction to the modern architectures of industrial computer control systems with real case studies and applications to pilot-scale operations Analyzes the expanded role of process control in modern manufacturing, including model-centric technologies and integrated control systems Integrates data processing/reconciliation and intelligent monitoring in the overall control system architecture Drawing on the authors’ combined 60 years of teaching experiences, this classroom-tested text is designed for chemical engineering students but is also suitable for industrial practitioners who need to understand key concepts of process control and how to implement them. The text offers a comprehensive pedagogical approach to reinforce learning and presents a concept first followed by an example, allowing students to grasp theoretical concepts in a practical manner and uses the same problem in each chapter, culminating in a complete control design strategy. A vast number of exercises throughout ensure readers are supported in their learning and comprehension. Downloadable MATLAB® toolboxes for process control education as well as the main simulation examples from the book offer a user-friendly software environment for interactively studying the examples in the text. These can be downloaded from the publisher’s website. Solutions manual is available for qualifying professors from the publisher.

Digital Transformation Best Practices

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Author : Sandeep Raut
language : en
Publisher: BPB Publications
Release Date : 2025-02-25

Digital Transformation Best Practices written by Sandeep Raut and has been published by BPB Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-25 with Computers categories.

DESCRIPTION Today's businesses are experiencing new opportunities and challenges in a rapidly changing digital landscape. This book is your guide to thriving in the digital age. It offers practical strategies and real-world examples to help you transform your business, achieve sustainable growth, and gain a competitive edge. This book begins by exploring the essence of digital transformation, shedding light on its importance and the competitive advantages it brings. You will learn how to create a plan for your digital journey, evaluate your current technology, and protect your essential information. The book also shows how to work quickly and flexibly, involve everyone in your company, and measure your progress. With real-world examples from different industries, you will see how other businesses have successfully transformed. This book gives you the knowledge and tools to lead your company confidently into the future, using technology to drive innovation and achieve lasting success. By the end of this book, you will be empowered to lead your business confidently through digital transformation. You will gain the knowledge and skills to drive innovation, optimize operations, and achieve sustainable growth in an ever-evolving digital landscape. KEY FEATURES ● Discover 10+ success stories of digital transformation across different industries, showcasing effective strategies and outcomes. ● Learn Agile and data-driven approach to streamline operations using Agile methods, innovative software, and data-driven decision-making. ● Master best practices in data governance, security, and measuring transformation success through key performance metrics. WHAT YOU WILL LEARN ● Gain insights into the core principles and importance of digital transformation for businesses today. ● Understand how to align technology with business objectives to drive innovation and growth. ● Acquire practical knowledge regarding Agile methods, data governance, and enterprise-wide security measures. ● Discover how to foster a collaborative digital culture and engage stakeholders effectively. ● Learn from inspiring use cases and apply best practices to accelerate your organization's digital journey. WHO THIS BOOK IS FOR This book is for business leaders, entrepreneurs, and professionals across all industries who want to use technology to improve their organizations. Whether you are an executive, cloud engineer, business analyst, data analyst, IT manager, or project manager, this book will help you navigate the digital world. No prior knowledge of digital transformation is required. This book is written in a reader-friendly manner, making it accessible to a broad audience. TABLE OF CONTENTS 1. Introduction to Digital Transformation 2. Real-world Use Cases of Digital Transformation 3. Formulating Your Digital Strategy 4. Evaluating Technology Stack and Resources 5. Data Governance and Enterprise-wide Security 6. Agile Implementation and Streamlining Operations 7. Engaging Stakeholders and Building Buy-in 8. Measuring and Analyzing Transformation Success 9. Creating a Collaborative Digital Culture 10. Scaling and Future-proofing Your Digital Transformation 11. Embrace the Digital Future