Supply Chain Analytics
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Supply Chain Analytics And Modelling
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Author : Nicoleta Tipi
language : en
Publisher: Kogan Page Publishers
Release Date : 2021-04-03
Supply Chain Analytics And Modelling written by Nicoleta Tipi and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-03 with Technology & Engineering categories.
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.
Supply Chain Analytics
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Author : Kurt Y. Liu
language : en
Publisher: Springer Nature
Release Date : 2022-04-07
Supply Chain Analytics written by Kurt Y. Liu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-07 with Business & Economics categories.
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.
Supply Chain Analytics
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Author : Peter W. Robertson
language : en
Publisher: Routledge
Release Date : 2020-11-25
Supply Chain Analytics written by Peter W. Robertson and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-25 with Business & Economics categories.
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.
Big Data Analytics In Supply Chain Management
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Author : Iman Rahimi
language : en
Publisher: CRC Press
Release Date : 2020-12-20
Big Data Analytics In Supply Chain Management written by Iman Rahimi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-20 with Computers categories.
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.
Supply Chain Analytics
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Author : Işık Biçer
language : en
Publisher: Springer Nature
Release Date : 2023-06-27
Supply Chain Analytics written by Işık Biçer and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-27 with Business & Economics categories.
This textbook offers a detailed account of analytical models used to solve complex supply chain problems. It introduces a unique risk analysis framework that helps the reader understand the sources of uncertainties and use appropriate models to improve decisions in supply chains. This framework illustrates the complete supply chain for a product and demonstrates the supply chain's exposure to demand, supply, inventory, and financial risks. Step by step, this book provides a detailed examination of analytical methods that optimize operational decisions under different types of uncertainty. It discusses stochastic inventory models, introduces uncertainty modeling methods, and explains methods for managing uncertainty. To help readers deepen their understanding, it includes access to various supplementary material including an online interactive tool in Python. This book is intended for undergraduate and graduate students of supply chain management with a focus on supply chain analytics. It also prepares practitioners to make better decisions in this field.
Supply Chain 4 0
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Author : Emel Aktas
language : en
Publisher: Kogan Page Publishers
Release Date : 2021-02-03
Supply Chain 4 0 written by Emel Aktas and has been published by Kogan Page Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-02-03 with Business & Economics categories.
Supply Chain 4.0 has introduced automation into logistics and supply chain processes, exploiting predictive analytics to better match supply with demand, optimizing operations and using the latest technologies for the last mile delivery such as drones and autonomous robots. Supply Chain 4.0 presents new methods, techniques, and information systems that support the coordination and optimization of logistics processes, reduction of operational costs as well as the emergence of entirely new services and business processes. This edited collection includes contributions from leading international researchers from academia and industry. It considers the latest technologies and operational research methods available to support smart, integrated, and sustainable logistics practices focusing on automation, big data, Internet of Things, and decision support systems for transportation and logistics. It also highlights market requirements and includes case studies of cutting-edge applications from innovators in the logistics industry.
Big Data Driven Supply Chain Management
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Author : Nada Sanders
language : en
Publisher:
Release Date : 2018-09-15
Big Data Driven Supply Chain Management written by Nada Sanders and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-15 with categories.
Supply Chain Analytics
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Author : Gerard Blokdyk
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2017-10-07
Supply Chain Analytics written by Gerard Blokdyk and has been published by Createspace Independent Publishing Platform this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-07 with categories.
How will the Supply Chain Analytics team and the organization measure complete success of Supply Chain Analytics? What are the business objectives to be achieved with Supply Chain Analytics? Are accountability and ownership for Supply Chain Analytics clearly defined? In a project to restructure Supply Chain Analytics outcomes, which stakeholders would you involve? What are specific Supply Chain Analytics Rules to follow? Defining, designing, creating, and implementing a process to solve a business challenge or meet a business objective is the most valuable role... In EVERY company, organization and department. Unless you are talking a one-time, single-use project within a business, there should be a process. Whether that process is managed and implemented by humans, AI, or a combination of the two, it needs to be designed by someone with a complex enough perspective to ask the right questions. Someone capable of asking the right questions and step back and say, 'What are we really trying to accomplish here? And is there a different way to look at it?' For more than twenty years, The Art of Service's Self-Assessments empower people who can do just that - whether their title is marketer, entrepreneur, manager, salesperson, consultant, business process manager, executive assistant, IT Manager, CxO etc... - they are the people who rule the future. They are people who watch the process as it happens, and ask the right questions to make the process work better. This book is for managers, advisors, consultants, specialists, professionals and anyone interested in Supply Chain Analytics assessment. All the tools you need to an in-depth Supply Chain Analytics Self-Assessment. Featuring 371 new and updated case-based questions, organized into seven core areas of process design, this Self-Assessment will help you identify areas in which Supply Chain Analytics improvements can be made. In using the questions you will be better able to: - diagnose Supply Chain Analytics projects, initiatives, organizations, businesses and processes using accepted diagnostic standards and practices - implement evidence-based best practice strategies aligned with overall goals - integrate recent advances in Supply Chain Analytics and process design strategies into practice according to best practice guidelines Using a Self-Assessment tool known as the Supply Chain Analytics Scorecard, you will develop a clear picture of which Supply Chain Analytics areas need attention. Included with your purchase of the book is the Supply Chain Analytics Self-Assessment downloadable resource, which contains all questions and Self-Assessment areas of this book in a ready to use Excel dashboard, including the self-assessment, graphic insights, and project planning automation - all with examples to get you started with the assessment right away. Access instructions can be found in the book. You are free to use the Self-Assessment contents in your presentations and materials for customers without asking us - we are here to help.
Our Quick Notes On Supply Chain Analytics
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Author : Vivek Sood
language : en
Publisher: Global Supply Chain Group
Release Date : 2020-11-18
Our Quick Notes On Supply Chain Analytics written by Vivek Sood and has been published by Global Supply Chain Group this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-18 with Business & Economics categories.
Part of our new "Quick Notes" series - this report answers your most pertinent questions of the topic. Do not be deceived by their short nature - these notes are only 22 pages or so. But these are 22 pages of potent dynamite that will supercharge your thinking in the right direction. Included are quick notes and some of the frequently asked questions (FAQs) on supply chain finance that we have encountered in our workshops, seminars, and other forums. Here are some of the topics and questions covered in these quick notes: What is meant by the term 'supply chain analytics'? Why is supply chain analytics so important to every company looking to achieve supply chain excellence, or better profitability? Is supply chain analytics same as data analytics? If not, then what is the difference between the two? How is supply chain analytics related to data visualisation? What is the history of supply chain analytics? What is meant by the term 'supply chain analytics'? Why is supply chain analytics so important to every company looking to achieve supply chain excellence, or better profitability? Is supply chain analytics same as data analytics? If not, then what is the difference between the two? How is supply chain analytics related to data visualisation? What is the history of supply chain analytics? What is the scope of supply chain analytics? What all does it cover? What are common methods of supply chain analytics? What is descriptive supply chain analytics? How does it work? What are some of the tools of descriptive supply chain analytics? What is diagnostics supply chain analytics? How does it work? What are some of the tools of diagnostics supply chain analytics? What is predictive supply chain analytics? How does it work? What are some of the tools of predictive supply chain analytics? What is prescriptive supply chain analytics? How does it work? What are some of the tools of prescriptive supply chain analytics? Could the supply chain analytics process be summarised in a generic methodology? What would such a generic methodology look like? What supply chain analytics tools usually come built into the ERP systems? What is their key deficiency? What other supply chain analytics tools are usually available? What are their key deficiencies? How could I test the efficacy of the supply chain analytics tools available off-the-shelf?
Handbook Of Research On Strategic Supply Chain Management In The Retail Industry
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Author : Kamath, Narasimha
language : en
Publisher: IGI Global
Release Date : 2016-02-09
Handbook Of Research On Strategic Supply Chain Management In The Retail Industry written by Kamath, Narasimha and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-02-09 with Business & Economics categories.
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.