Innovative Supply Chain Management Via Digitalization And Artificial Intelligence

Author : Kumaresan Perumal,Chiranji Lal Chowdhary,Logan Chella
Publisher : Springer Nature
Page : 208 pages
File Size : 45,5 Mb
Release : 2022-04-06
Category : Computers
ISBN : 9789811902406

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Innovative Supply Chain Management via Digitalization and Artificial Intelligence by Kumaresan Perumal,Chiranji Lal Chowdhary,Logan Chella Pdf

This book focuses on the impact of artificial intelligence (AI) and machine learning (ML) models on supply chain operations in industry 4.0. The chapters illustrate the AI and ML models for all functional areas of operations in SCM. The book also includes examples using ML models like handling supply-to-demand imbalances, triggering automated responses, and reinforcing customer relationships. It describes the evolution of blockchain technology coupled with the ability to automate business logic for the transparency of goods, infrastructure, products, and licenses in software. The book also includes case studies that provide a problem statement and industry overcome by applying ML and AI technologies. This book is suitable for undergraduates, postgraduates, industrial professionals, business executives, entrepreneurs, and freelancers to encourage practical learning on AI and ML algorithms in SCM 4.0. Additionally, this book will provide computer science and information system professionals with the latest technologies embedded in the corporate world.

Author : Wolfgang Kersten,Thorsten Blecker,Christian M. Ringle
Publisher : Unknown
Page : 128 pages
File Size : 42,5 Mb
Release : 2019
Category : Electronic
ISBN : 3750249474

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Proceedings of the Hamburg International Conference of Logistics (HICL)/ Artificial Intelligence and Digital Transformation in Supply Chain Management by Wolfgang Kersten,Thorsten Blecker,Christian M. Ringle Pdf

Author : Pandey, Binay Kumar,Kanike, Uday Kumar,George, A. Shaji,Pandey, Digvijay
Publisher : IGI Global
Page : 335 pages
File Size : 46,6 Mb
Release : 2024-01-29
Category : Business & Economics
ISBN : 9798369313480

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AI and Machine Learning Impacts in Intelligent Supply Chain by Pandey, Binay Kumar,Kanike, Uday Kumar,George, A. Shaji,Pandey, Digvijay Pdf

Businesses are facing an unprecedented challenge - the urgent need to adapt and thrive in a world where intelligent factories and supply chains are the new norm. The digital transformation of supply chains is essential for staying competitive, but it is a complex journey fraught with uncertainties. How can organizations harness the power of emerging technologies like Artificial Intelligence (AI) and Machine Learning (ML) to increase profitability, cut supply chain costs, elevate customer service, and optimize their networks? The answers to these questions are crucial for business survival and success. AI and Machine Learning Impacts in Intelligent Supply Chain is a groundbreaking book that offers a comprehensive solution to the challenges posed by the Industry 4.0 revolution. This book is your indispensable guide to navigating the intricate world of supply chain digital transformation using innovative technologies. It provides real-world examples and insights that illustrate how AI and ML are the keys to solving complex supply chain problems, from inventory management to route optimization and beyond. Whether you are an academic scholar seeking to delve into the impact of AI and ML on supply chain management or a business leader striving to gain a competitive edge, this book is tailored to meet your needs.

Author : Thomas Mrozek,Daniel Seitz,Kai-Uwe Gundermann,Matthias Dicke
Publisher : Campus Verlag
Page : 241 pages
File Size : 42,8 Mb
Release : 2020-05-20
Category : Business & Economics
ISBN : 9783593512051

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Digital Supply Chains by Thomas Mrozek,Daniel Seitz,Kai-Uwe Gundermann,Matthias Dicke Pdf

Concrete instructions for digital transformation in business Supply Chain Management is without question deeply affected by the disruptive forces of a modern organization, positively as well as negatively. Between Advanced Analytics and AI, agile role models and autonomous warehouses a senior executive is often in danger of losing track in the digital jungle. In these exciting times, with their many turning points, h&z aims to share insights around digital supply chains, their application in business and the so vital transformation to successfully prepare organizations for this challenge. This book provides insights into best practices current supply chain and how CSOs apply technologies and advancements. It also makes daring forecasts about how processes and leadership must be designed so that the digital transformation does not fail in its infancy, but leads to a truly agile organization.

Author : Johannes Hangl
Publisher : GRIN Verlag
Page : 134 pages
File Size : 40,7 Mb
Release : 2022-03-09
Category : Business & Economics
ISBN : 9783346603821

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Artificial Intelligence in Supply Chain Management. Opportunities and risks of digitalisation by Johannes Hangl Pdf

Master's Thesis from the year 2020 in the subject Business economics - Supply, Production, Logistics, , language: English, abstract: Industrialisation has greatly changed people's lives since the eighteenth century. At that time, the focus of activities shifted from the physical to the cognitive. We are now in the fourth industrial revolution. Through the development of ever better artificial systems, more and more cognitive activities are being carried out by machines. But what exactly does artificial intelligence mean? What changes has it already created in supply chain management and what is still possible in the future? What are the risks associated with advancing digitalisation? In his publication, Johannes Hangl creates a comprehensive picture of the status of current and future developments as well as trends in the use of artificial intelligence. He shows what possibilities, effects, opportunities and risks it has for supply chain management. From the contents: - AI; - Internet of Things; - Logistics; - Cyber-Physical Systems

Author : Pandey, Digvijay,Pandey, Binay Kumar,Kanike, Uday Kumar,George, A. Shaji,Kaur, Prabjot
Publisher : IGI Global
Page : 358 pages
File Size : 54,7 Mb
Release : 2024-03-01
Category : Business & Economics
ISBN : 9798369335949

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Utilization of AI Technology in Supply Chain Management by Pandey, Digvijay,Pandey, Binay Kumar,Kanike, Uday Kumar,George, A. Shaji,Kaur, Prabjot Pdf

The surge in digital transformation and the integration of innovative technologies into manufacturing processes have given rise to a pressing issue in supply chain management. Businesses are in dire need of solutions to navigate this complexity and harness the true potential of intelligent supply chains. Utilization of AI Technology in Supply Chain Management is a comprehensive guide tailored for academic scholars seeking to unravel the mysteries of artificial intelligence (AI) and machine learning (ML) in the context of supply chain management. Amid the hype surrounding AI and ML, there exists a critical need to bridge the gap between human expertise and technological advancements. Utilization of AI Technology in Supply Chain Management addresses this necessity by delving into real-world instances where teams have successfully employed these innovative technologies to enhance supply chain performance, reduce inventory, and optimize routes. The adoption of AI and ML is not just a trend; it is the cornerstone of digital acceleration initiatives, making it imperative for scholars to understand and leverage these technologies effectively.

Author : Michela Pellicelli
Publisher : Elsevier
Page : 280 pages
File Size : 55,7 Mb
Release : 2022-11-17
Category : Transportation
ISBN : 9780323855334

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The Digital Transformation of Supply Chain Management by Michela Pellicelli Pdf

The Digital Transformation of Supply Chain Management offers a roadmap to all areas of supply chain management, with the idea of ecosystem as a center of gravity. The book describes the impact of Internet-driven global information and communication systems in enhancing supply chain management processes. It analyzes six building blocks of supply chain management, including consumer focus and demand, resource and capacity management, procurement and purchasing, inventory management, operation management, and distribution management. The book concludes by presenting the principal innovative solutions available now, or in the future, for managing and increasing the efficiency of supply chains. As supply chains are evolving toward an ecosystem that incorporates a wide range of digital technologies such as the cloud, big data, the Industrial Internet of Services, 3D printing, augmented and virtual reality, blockchain, artificial intelligence, machine learning, and many more, this book is an ideal resource. Provides balanced, state-of-the-art coverage on emerging technological innovations and their applications Includes numerous case studies that offer different perspectives on the integration of technologies in the supply chain Describes the impact of Internet-driven global information and communication systems in enhancing supply chain management processes

Author : Bart L. MacCarthy,Dmitry Ivanov
Publisher : Elsevier
Page : 466 pages
File Size : 44,7 Mb
Release : 2022-06-09
Category : Transportation
ISBN : 9780323916158

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The Digital Supply Chain by Bart L. MacCarthy,Dmitry Ivanov Pdf

The Digital Supply Chain is a thorough investigation of the underpinning technologies, systems, platforms and models that enable the design, management, and control of digitally connected supply chains. The book examines the origin, emergence and building blocks of the Digital Supply Chain, showing how and where the virtual and physical supply chain worlds interact. It reviews the enabling technologies that underpin digitally controlled supply chains and examines how the discipline of supply chain management is affected by enhanced digital connectivity, discussing purchasing and procurement, supply chain traceability, performance management, and supply chain cyber security. The book provides a rich set of cases on current digital practices and challenges across a range of industrial and business sectors including the retail, textiles and clothing, the automotive industry, food, shipping and international logistics, and SMEs. It concludes with research frontiers, discussing network science for supply chain analysis, challenges in Blockchain applications and in digital supply chain surveillance, as well as the need to re-conceptualize supply chain strategies for digitally transformed supply chains.

Author : Amit Sinha,Ednilson Bernardes,Rafael Calderon,Thorsten Wuest
Publisher : McGraw Hill Professional
Page : 320 pages
File Size : 52,9 Mb
Release : 2020-07-21
Category : Business & Economics
ISBN : 9781260458206

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Digital Supply Networks: Transform Your Supply Chain and Gain Competitive Advantage with Disruptive Technology and Reimagined Processes by Amit Sinha,Ednilson Bernardes,Rafael Calderon,Thorsten Wuest Pdf

Deliver unprecedented customer value and seize your competitive edge with a transformative digital supply network Digital tech has disrupted life and business as we know it, and supply chain management is no exception. But how exactly does digital transformation affect your business? What are the breakthrough technologies and their capabilities you need to know about? How will digital transformation impact skills requirements and work in general? Do you need to completely revamp your understanding of supply chain management? And most importantly: How do you get started? Digital Supply Networks provides clear answers to these and many other questions. Written by an experienced team comprised of Deloitte consultants and leading problem-driven scholars from a premier research university, this expert guide leads you through the process of improving operations building supply networks, increasing revenue, reimagining business models, and providing added value to customers, stakeholders, and society. You’ll learn everything you need to know about: Stages of development, roles, capabilities, and the benefits of DSN Big data analytics including its attributes, security, and authority Machine learning, Artificial Intelligence, Blockchain, robotics, and the Internet of Things Synchronized planning, intelligent supply, and digital product development Vision, attributes, technology, and benefits of smart manufacturing, dynamic logistics, and fulfillment A playbook to guide the digital transformation journey Drawing from real world-experience and problem-driven academic research, the authors provide an in-depth account of the transformation to digitally connected supply networks. They discuss the limitations of traditional supply chains and the underlying capabilities and potential of digitally-enabled supply flows. The chapters burst with expert insights and real-life use cases grounded in tomorrow’s industry needs. Success in today’s hyper-competitive, fast-paced business landscape, characterized by the risk of black swan events, such as the 2020 COVID-19 global pandemic, requires the reimagination and the digitalization of complex demand-supply systems, more collaborative and connected processes, and smarter, more dynamic data-driven decision making―which can only be achieved through a fully integrated Digital Supply Network.

Author : Götz G. Wehberg
Publisher : Unknown
Page : 206 pages
File Size : 53,7 Mb
Release : 2020-07-29
Category : Business logistics
ISBN : 0367457814

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Digital Supply Chains by Götz G. Wehberg Pdf

This book provides a practical guide to digital supply chain modelling, demonstrating an agile approach to how such models can be applied to any manufacturing company to build competitive advantage, facilitate new business models and drive towards Industry 4.0. The agile approach of the book provides an attractive alternative to the conventional country-by-country deployment of S/4 HANA and other relevant technologies. This book contains the expertise Gotz G. Wehberg has amassed over 20 years as a senior partner in a leading consulting company, working across industries and with globally recognized clients, advising on digitization. In it, he explains the scientific roots of digital supply chain management such as holism, cybernetics, self-organization and evolutionary theory to inform a deep understanding that can drive a supremely innovative strategy for Industry 4.0. Beyond strategy, Wehberg introduces the practical tools and technologies used in supply chain modelling, for example, sensors, big data, artificial intelligence and the Internet of Things, as well as a reference framework that categorizes the technologies, together with the latest concepts and tools, such as DDMRP, predictive S&OP, pattern recognition, autonomous logistics and Lean. This framework supports decision making for developing supply chains in an end-to-end and cross-functional fashion, providing clear guidance for executives and managers on how to design supply chains for the future.

Author : Albert Tan,Sameer Shukkla
Publisher : World Scientific
Page : 151 pages
File Size : 41,5 Mb
Release : 2021-06-18
Category : Business & Economics
ISBN : 9789811229619

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Digital Transformation Of The Supply Chain: A Practical Guide For Executives by Albert Tan,Sameer Shukkla Pdf

This book unravels the complexities of supply chain process transformation by explaining step by step, in simple terms, what are the requirements for success, right from the basics to how to implement this complicated task. The book provides insights into how to lead the transformation project and how to manage the change internally and externally. The authors' hands-on experience in the field via applied research is clearly illustrated in the case studies, which provide the reader with practical examples of the challenges and benefits of implementing a digital supply chain transformation project. This is a must-have book for all supply chain and operations professionals.Related Link(s)

Author : Prateek Jain,Mabel Cheng-feng Chou
Publisher : World Scientific
Page : 297 pages
File Size : 47,6 Mb
Release : 2023-10-18
Category : Business & Economics
ISBN : 9789811278679

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Supply Chain 5.0: The Next Generation Of Business Success Through Customer Centricity, Sustainability & Human Rights And Digitalization by Prateek Jain,Mabel Cheng-feng Chou Pdf

'Supply Chain 5.0: The Next Generation of Business Success through Customer Centricity, Sustainability & Human Rights and Digitalization' unveils a transformative era in supply chain management, presenting a groundbreaking business model that integrates three pivotal elements: Customer Centricity, Sustainability & Human Rights, and the interplay of Advanced Digitalization. This insightful book guides businesses through the evolving landscape, showcasing how they can synchronize these elements to revolutionize their operations and unlock unparalleled value, ensuring future success. As consumer expectations shift and the world demands responsible practices, embracing the new generation of Supply Chain isn't just an option — it's the only way for organizations to thrive and shape a profitable and sustainable future.

Author : Leon, Ramona Diana,Rodriguez-Rodriguez, Raul,Alfaro-Saiz, Juan-Jose
Publisher : IGI Global
Page : 379 pages
File Size : 42,6 Mb
Release : 2022-06-03
Category : Business & Economics
ISBN : 9781799897170

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Increasing Supply Chain Performance in Digital Society by Leon, Ramona Diana,Rodriguez-Rodriguez, Raul,Alfaro-Saiz, Juan-Jose Pdf

Currently, the main operations of companies are either directly or indirectly interconnected in a global-world context. Competition has drifted from an individual to a supply chain basis, where digitalization plays a key role. Companies with better digital capabilities achieve sustainable competitive market advantages. In this context, companies must identify their current position in terms of digital capabilities, link these capabilities to supply chain performance, define their future desired competitive position and how their digital capabilities are going to help them to get there, and forecast their future desired performance not only at the individual company but also at the supply chain level. Increasing Supply Chain Performance in Digital Society considers innovative approaches to measure, manage, and project towards the future of the digital capabilities of both individual companies and supply chains. It also examines the relations these have with performance being a practical tool to identify not only where they are today in terms of digital capabilities but also where they should be long term and the resources needed to get them there. Covering a range of topics such as artificial intelligence and risk management, this reference work is ideal for practitioners, researchers, scholars, business owners, industry professionals, academicians, instructors, and students.

Author : Priyanka Chawla,Adarsh Kumar,Anand Nayyar,Mohd Naved
Publisher : CRC Press
Page : 295 pages
File Size : 42,5 Mb
Release : 2023-05-05
Category : Computers
ISBN : 9781000854954

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Blockchain, IoT, and AI Technologies for Supply Chain Management by Priyanka Chawla,Adarsh Kumar,Anand Nayyar,Mohd Naved Pdf

Supply chain management, often known as SCM, refers to the extensive variety of operations that are required to plan, monitor, and coordinate the movement of a product from its raw materials to its finished state in the most time- and money-efficient manner possible. How the supply chain is managed has an impact not only on the quality of the product and the service but also on the distribution, costs, and overall customer experience. Supply chain management is a massive undertaking that needs firms to reevaluate the method in which they operate their supply chains. Blockchain, IoT, and AI Technologies for Supply Chain Management discusses the problems and difficulties that the facilitators of the supply chain confront, in addition to the possible solutions to such problems and difficulties. This book will be the only one of its kind to address the impact of COVID-19 on supply chain systems involving different stakeholders such as producers, dealers, and manufacturers and will provide a foundation for future research opportunities that will allow for the unrestricted expansion and prosperity of business. It will serve as a foundation for academics, scientists, and educationists interested in the use of modern technologies in the field of supply chain management, such as the Internet of Things (IoT), Artificial Intelligence (AI), and Blockchain. In addition to those engaged in research, undergraduate and postgraduate students in higher education can also use this publication as a reference book. This book also presents a multifaceted perspective for the general public, including topics such as computer science, the food business, hotel management, fashion, medical, inventory management, and agricultural spheres.

Author : Stuart M. Rosenberg
Publisher : Routledge
Page : 149 pages
File Size : 54,7 Mb
Release : 2020-11-09
Category : Business & Economics
ISBN : 9781000201192

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The Digitalization of the 21st Century Supply Chain by Stuart M. Rosenberg Pdf

The goal of this book is to gain a clear picture of the current status and future challenges with regard to the digitalization of the supply chain – from the perspective of the suppliers, the manufacturers, and the customers. They were the target groups of the book. Digitization has touched upon all aspects of businesses, including supply chains. Technologies such as RFID, GPS, and sensors have enabled organizations to transform their existing hybrid (combination of paper-based and IT-supported processes) supply chain structures into more f lexible, open, agile, and collaborative digital models. Unlike hybrid supply chain models, which have resulted in rigid organizational structures, unobtainable data, and disjointed relationships with partners, digital supply chains enable business process automation, organizational flexibility, and digital management of corporate assets. In order to reap maximum benefits from digital supply chain models, it is important that companies internalize it as an integral part of the overall business model and organizational structure. Localized disconnected projects and silo-based operations pose a serious threat to competitiveness in an increasingly digital world. The technologies discussed in this text – artificial intelligence, 3D printing, Internet of things, etc. – are beginning to come together to help digitize, automate, integrate, and improve the global supply chains. It’s certainly an exciting and challenging time for both new supply chain professionals and long-time supply chain professionals.