Introduction To Supply Chain Analytics

Author : Peter W. Robertson
Publisher : Routledge
Page : 298 pages
File Size : 55,9 Mb
Release : 2020-11-25
Category : Business & Economics
ISBN : 9781000280500

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Supply Chain Analytics by Peter W. Robertson Pdf

Supply Chain Analytics introduces the reader to data analytics and demonstrates the value of their effective use in supply chain management. By describing the key supply chain processes through worked examples, and the descriptive, predictive and prescriptive analytic methods that can be applied to bring about improvements to those processes, the book presents a more comprehensive learning experience for the reader than has been offered previously. Key topics are addressed, including optimisation, big data, data mining and cloud computing. The author identifies four core supply chain processes – strategy, design, execution and people – to which the analytic techniques explained can be applied to ensure continuous improvement. Pedagogy to aid learning is incorporated throughout, including an opening section for each chapter explaining the learnings designed for the chapter; worked examples illustrating how each analytic technique works, how it is applied and what to be careful of; tables, diagrams and equations to help ‘visualise’ the concepts and methods covered; chapter case studies; and end-of-chapter review questions and assignment tasks. Providing both management expertise and technical skills, which are essential to decision-makers in the supply chain, this textbook should be essential reading for advanced undergraduate and postgraduate students of supply chain analytics, supply chain leadership, and supply chain and operations management. Its practice-based and applied approach also makes it valuable for operating supply chain practitioners and those studying for professional qualifications. Online resources include chapter-by-chapter PowerPoint slides, tutorial exercises, written assignments and a test bank of exam questions.

Author : Kurt Y. Liu
Publisher : Springer Nature
Page : 388 pages
File Size : 43,7 Mb
Release : 2022-04-07
Category : Business & Economics
ISBN : 9783030922245

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Supply Chain Analytics by Kurt Y. Liu Pdf

This innovative new core textbook, written by an experienced professor and practitioner in supply chain management, offers a business-focused overview of the applications of data analytics and machine learning to supply chain management. Accessible yet rigorous, this text introduces students to the relevant concepts and techniques needed for data analysis and decision making in modern supply chains and enables them to develop proficiency in a popular and powerful programming software. Suitable for use on upper-level undergraduate, postgraduate and MBA courses in supply chain management, it covers all of the major supply chain processes, including managing supply and demand, warehousing and inventory control, transportation and route optimization. Each chapter comes with practical real-world examples drawn from a range of business contexts, including Amazon and Starbucks, case study discussion questions, computer-assisted exercises and programming projects.

Author : Dmitry Ivanov
Publisher : Springer Nature
Page : 178 pages
File Size : 52,9 Mb
Release : 2024-06-18
Category : Electronic
ISBN : 9783031512414

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Introduction to Supply Chain Analytics by Dmitry Ivanov Pdf

Author : Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü
Publisher : CRC Press
Page : 211 pages
File Size : 48,7 Mb
Release : 2020-12-20
Category : Computers
ISBN : 9781000326918

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Big Data Analytics in Supply Chain Management by Iman Rahimi,Amir H. Gandomi,Simon James Fong,M. Ali Ülkü Pdf

In a world of soaring digitization, social media, financial transactions, and production and logistics processes constantly produce massive data. Employing analytical tools to extract insights and foresights from data improves the quality, speed, and reliability of solutions to highly intertwined issues faced in supply chain operations. From procurement in Industry 4.0 to sustainable consumption behavior to curriculum development for data scientists, this book offers a wide array of techniques and theories of Big Data Analytics applied to Supply Chain Management. It offers a comprehensive overview and forms a new synthesis by bringing together seemingly divergent fields of research. Intended for Engineering and Business students, scholars, and professionals, this book is a collection of state-of-the-art research and best practices to spur discussion about and extend the cumulant knowledge of emerging supply chain problems.

Author : Dmitry Ivanov
Publisher : Springer
Page : 0 pages
File Size : 49,7 Mb
Release : 2024-03-23
Category : Business & Economics
ISBN : 3031512405

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Introduction to Supply Chain Analytics by Dmitry Ivanov Pdf

The book offers a concise yet comprehensive introduction to supply chain analytics covering management, modeling, and technology perspectives. Designed to accompany the textbook “Global Supply Chain and Operations Management”, it addresses the topics of supply chain analytics in more depth. The book describes descriptive, predictive, and prescriptive supply chain analytics explaining methodologies, illustrating method applications with the use of training exercises, and providing numerous examples in AnyLogic and anyLogistix software. Throughout the book, numerous practical examples and short case studies are given to illustrate theoretical concepts. Along with AnyLogic and anyLogistix model development guidelines and examples, the book has two other distinct features. First, it reviews and explains novel frameworks and concepts related to data-driven decision-making and digital twins. Second, it shows how to use analytics to improve supply chain resilience. Without relying heavily on mathematical derivations, the book offers a structured presentation and explanation of major supply chain analytics techniques and principles in a simple, predictable format to make it easy to understand for students and professionals with both management and engineering backgrounds. Graduate/Ph.D. students and supply chain professionals alike would benefit from a structured and didactically-oriented concise presentation of the concepts, principles, and methods of supply chain analytics. Providing graduate students and supply chain managers with working knowledge of basic and advanced supply chain analytics, this book contributes to improving knowledge-awareness of decision-making in increasingly data-driven and digital environments. The book is supplemented by a companion website offering interactive exercises with the use of AnyLogic and anyLogistix software as well as Spreadsheet Modeling.

Author : Anna Nagurney,Min Yu,Amir H. Masoumi,Ladimer S. Nagurney
Publisher : Springer Science & Business Media
Page : 148 pages
File Size : 52,5 Mb
Release : 2013-02-01
Category : Business & Economics
ISBN : 9781461462774

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Networks Against Time by Anna Nagurney,Min Yu,Amir H. Masoumi,Ladimer S. Nagurney Pdf

Despite significant achievements, the discipline of supply chain management is still unable to satisfactorily handle many practical real-world challenges. The authors of Networks Against Time claim that a unified supply chain network analytics framework is needed which should be able to handle optimization and competitive behavior while also maintain relevance to many industrial sectors in which perishable products are prominent, from healthcare to food and from fashion apparel to technology. This Brief provides a wide range of critical supply chain problems which are modeled as generalized networks. Guidelines are provided to determine the arc multipliers that capture perish ability of the product whether food, radioisotopes, or even highly perishable blood in healthcare over space and time. Through case studies the authors portray the application of the models and algorithms to real-world sectors which illustrate the power of the framework in practice. The models and algorithms are fully described along with the input and output data in the case studies. This level of transparency is useful pedagogically as well as for future research and for applications in practice. Researchers and practitioners in mathematics, in operations research and management science, operations management, as well as in economics and computer science will find this book useful to gain a broader appreciation of the richness of network supply chain structures, processes, and applications. This book can also be used by advanced undergraduate students and graduate students in the disciplines noted above to familiarize themselves with methodologies and supply chain network models and applications.​​

Author : Nada R. Sanders
Publisher : Pearson Education
Page : 273 pages
File Size : 43,7 Mb
Release : 2014-05-07
Category : Business & Economics
ISBN : 9780133762822

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Big Data Driven Supply Chain Management by Nada R. Sanders Pdf

Master a complete, five-step roadmap for leveraging Big Data and analytics to gain unprecedented competitive advantage from your supply chain. Using Big Data, pioneers such as Amazon, UPS, and Wal-Mart are gaining unprecedented mastery over their supply chains. They are achieving greater visibility into inventory levels, order fulfillment rates, material and product delivery… using predictive data analytics to match supply with demand; leveraging new planning strengths to optimize their sales channel strategies; optimizing supply chain strategy and competitive priorities; even launching powerful new ventures. Despite these opportunities, many supply chain operations are gaining limited or no value from Big Data. In Big Data Driven Supply Chain Management, Nada Sanders presents a systematic five-step framework for using Big Data in supply chains. You'll learn best practices for segmenting and analyzing customers, defining competitive priorities for each segment, aligning functions behind strategy, dissolving organizational boundaries to sense demand and make better decisions, and choose the right metrics to support all of this. Using these techniques, you can overcome the widespread obstacles to making the most of Big Data in your supply chain — and earn big profits from the data you're already generating. For all executives, managers, and analysts interested in using Big Data technologies to improve supply chain performance.

Author : Kamath, Narasimha
Publisher : IGI Global
Page : 429 pages
File Size : 40,5 Mb
Release : 2016-02-09
Category : Business & Economics
ISBN : 9781466698956

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Handbook of Research on Strategic Supply Chain Management in the Retail Industry by Kamath, Narasimha Pdf

Customer satisfaction is a pivotal component to any business that provides goods or services to the public. By effectively managing the flow of products, business can adapt to the growing demands of consumers and deliver successful customer service. The Handbook of Research on Strategic Supply Chain Management in the Retail Industry is an authoritative reference source for the latest scholarly research on properly managing business processes in order to satisfy end-user requirements and increase competitive advantage in the retail marketplace. Highlighting concepts relating to field applications, customer relationships, and current trends in logistics management, this book is ideally designed for business professionals, managers, upper-level students, and researchers interested in innovative strategies and best practices in modern supply chains.

Author : Horst Tempelmeier
Publisher : BoD – Books on Demand
Page : 290 pages
File Size : 50,5 Mb
Release : 2020-06-02
Category : Business & Economics
ISBN : 9783751930710

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Inventory Analytics by Horst Tempelmeier Pdf

This textbook provides a practice-oriented introduction into Analytics-based inventory management in complex supply chains. In the context of Business Analytics, we concentrate on Prescriptive Analytics. In addition to standard single-level inventory models also multi-level approaches for the optimal allocation of safety inventory are presented. Moreover, dynamic lot sizing problems under random demand and random yield and their relationship to Material Requirements Planning (MRP) are discussed.The models and algorithms are illustrated with the help of numerous examples. The book has been written for students of Supply Chain Management and Operations Management as well as for practitioners who are confronted with inventory management in their daily work.

Author : Khalid Zidan
Publisher : Createspace Independent Publishing Platform
Page : 60 pages
File Size : 42,8 Mb
Release : 2016-05-25
Category : Electronic
ISBN : 1533457867

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Supply Chain Management by Khalid Zidan Pdf

FREE BONUS Included "How to be a better leader?" Supply Chain Management The supply chain is not a new concept for economists. The idea of the supply chain is a basic one that has permeated economic systems since the earliest days of trade and commerce. It is simply a term referring to the collection of businesses or individuals responsible for transforming raw materials into products and then getting those products into the hands of consumers. Though it may be obvious to some, it is important to remember that supply chains exist whether or not they are managed-it is a term that refers to the processes necessary to turn raw materials into a product and distribute them to customers. The difference in the modern era is not that supply chains have been invented but that they have become a much more complicated proposition, given the expansion of the international economy that's been made possible by the rise of the internet and globalization. Whereas in the past businesses worked with mainly local or regional suppliers and factories, the door is now opened for a company in the United States to own a factory in India and a warehouse in Japan-all without having ever stepped foot outside their city. The customer end of the supply chain has been similarly opened up. Shopping on the internet allows anyone, anywhere to find and buy from your company-a double-edged sword that lets you expand your reach even as a small business but also increases the competition presented by other small businesses everywhere in the world. Chapters: Chapter 1: Introduction to Supply Chains Chapter 2: Supply Chain Modeling Past and Present Chapter 3: Upstream Processes Chapter 4: Downstream Processes Chapter 5: Integrated Companies Chapter 6: Effective Supply Chain Management Bonus (FREE): "How to be a better leader?" Bonus (FREE): 30 minutes call with me

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2148 pages
File Size : 49,7 Mb
Release : 2019-11-01
Category : Business & Economics
ISBN : 9781799809463

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Supply Chain and Logistics Management: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

Business practices are constantly evolving in order to meet growing customer demands. Evaluating the role of logistics and supply chain management skills or applications is necessary for the success of any organization or business. As market competition becomes more aggressive, it is crucial to evaluate ways in which a business can maintain a strategic edge over competitors. Supply Chain and Logistics Management: Concepts, Methodologies, Tools, and Applications is a vital reference source that centers on the effective management of risk factors and the implementation of the latest supply management strategies. It also explores the field of digital supply chain optimization and business transformation. Highlighting a range of topics such as inventory management, competitive advantage, and transport management, this multi-volume book is ideally designed for business managers, supply chain managers, business professionals, academicians, researchers, and upper-level students in the field of supply chain management, operations management, logistics, and operations research.

Author : Nicoleta Tipi
Publisher : Kogan Page Publishers
Page : 329 pages
File Size : 48,7 Mb
Release : 2021-04-03
Category : Technology & Engineering
ISBN : 9780749498610

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Supply Chain Analytics and Modelling by Nicoleta Tipi Pdf

An incredible volume of data is generated at a very high speed within the supply chain and it is necessary to understand, use and effectively apply the knowledge learned from analyzing data using intelligent business models. However, practitioners and students in the field of supply chain management face a number of challenges when dealing with business models and mathematical modelling. Supply Chain Analytics and Modelling presents a range of business analytics models used within the supply chain to help readers develop knowledge on a variety of topics to overcome common issues. Supply Chain Analytics and Modelling covers areas including supply chain planning, single and multi-objective optimization, demand forecasting, product allocations, end-to-end supply chain simulation, vehicle routing and scheduling models. Learning is supported by case studies of specialist software packages for each example. Readers will also be provided with a critical view on how supply chain management performance measurement systems have been developed and supported by reliable and accurate data available in the supply chain. Online resources including lecturer slides are available.

Author : Subramanian Pazhani
Publisher : CRC Press
Page : 71 pages
File Size : 41,9 Mb
Release : 2021-04-30
Category : Technology & Engineering
ISBN : 9781000359954

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Design and Analysis of Closed-Loop Supply Chain Networks by Subramanian Pazhani Pdf

Closed Loop Supply Chains and its management have become mandatory for firms to stay competitive and profitable. This book provides insights for designing supply chain networks by understanding and incorporating key return parameters into the network design, which will affect profitability. The book discusses how customer categories and their acceptance behavior is incorporated into the network design. It will also show how to analyze the interaction of parameters on supply chain network design and profitability, offers modeling framework for incorporating uncertainties in the return product parameters, and how to design a robust network. Invaluable for managers in designing a sustainable, robust, and profitable supply chain network and ideal for managers, practitioners, and researchers in the area of supply chain network design and optimization.

Author : F. Robert Jacobs,Rhonda Lummus
Publisher : Unknown
Page : 205 pages
File Size : 49,6 Mb
Release : 2018-08-10
Category : Electronic
ISBN : 1939297176

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The Supply Chain Professional by F. Robert Jacobs,Rhonda Lummus Pdf

This book provides an intensive overview of supply chain management including demand management, manufacturing and distribution, along with quantitative models used in managing the supply chain.

Author : Daniel Stanton
Publisher : John Wiley & Sons
Page : 360 pages
File Size : 49,9 Mb
Release : 2017-11-29
Category : Business & Economics
ISBN : 9781119410195

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Supply Chain Management For Dummies by Daniel Stanton Pdf

Everyone can impact the supply chain Supply Chain Management For Dummies helps you connect the dots between things like purchasing, logistics, and operations to see how the big picture is affected by seemingly isolated inefficiencies. Your business is a system, made of many moving parts that must synchronize to most efficiently meet the needs of your customers—and your shareholders. Interruptions in one area ripple throughout the entire operation, disrupting the careful coordination that makes businesses successful; that's where supply chain management (SCM) comes in. SCM means different things to different people, and many different models exist to meet the needs of different industries. This book focuses on the broadly-applicable Supply Chain Operations Reference (SCOR) Model: Plan, Source, Make, Deliver, Return, and Enable, to describe the basic techniques and key concepts that keep businesses running smoothly. Whether you're in sales, HR, or product development, the decisions you make every day can impact the supply chain. This book shows you how to factor broader impact into your decision making process based on your place in the system. Improve processes by determining your metrics Choose the right software and implement appropriate automation Evaluate and mitigate risks at all steps in the supply chain Help your business function as a system to more effectively meet customer needs We tend to think of the supply chain as suppliers, logistics, and warehousing—but it's so much more than that. Every single person in your organization, from the mailroom to the C-suite, can work to enhance or hinder the flow. Supply Chain Management For Dummies shows you what you need to know to make sure your impact leads to positive outcomes.