Download or read book Supply Chain Optimization through Segmentation and Analytics written by Gerhard J. Plenert and published by CRC Press. This book was released on 2014-04-01 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Supply Chain Segmentation (SCS) has become a critical tool in optimizing supply chain performance. By using segmentation, an organization is taken out of the world of one size fits all and brought into a world that facilitates customized responses. This book explains what SCS is, how it works, and the role of analytics. The book gives detailed case studies demonstrating how SCS is applied and improves efficiency. It covers software appropriateness and integration, as well as a full summary perspective on segmentation and its competitive impacts in terms of economic pressure, supplier and consumer interfaces.

Download or read book Supply Chain Analytics written by Kurt Y. Liu and published by Springer Nature. This book was released on 2022-04-07 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Technology Optimization and Change Management for Successful Digital Supply Chains written by Sabri, Ehap and published by IGI Global. This book was released on 2019-03-01 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies across different industries are launching technology-enabled (digital) business transformation programs to improve their strategic, tactical, and operational supply chain processes. The greatest challenges that they are facing include the lack of preparation and knowledge of the digital transformation life cycle and poorly addressing or neglecting the “people-related” aspects of them. Therefore, improvement initiatives have been short-lived or incomplete, and expected business benefits have not been achieved or materialized. Technology Optimization and Change Management for Successful Digital Supply Chains is a pivotal reference source that provides vital research on the application of digital business transformation programs to improve strategic, tactical, and operational supply chain processes. While highlighting topics such as maturity models, predictive analysis, and communication planning, this publication explores the limited literature in the field of digital supply chain optimization and business transformation, and complements it with practical and proven tactics from the industry. This book is ideally designed for program managers, engineers, students, and practitioners seeking current research on the field’s latest best practices on digital supply chain enablement.

Download or read book Supply Chain Analytics written by Hayden Van Der Post and published by Independently Published. This book was released on 2023-12-10 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reactive Publishing Own your future with Supply Chain Analytics Dive into the world of data-driven transformation with "Supply Chain Analytics," the essential guide for professionals seeking to revolutionize their supply chain processes using the power of Python. This cutting-edge book is meticulously crafted for supply chain managers, analysts, consultants, and IT professionals who are eager to elevate their skills and stay ahead in the rapidly evolving field of supply chain management. Main Points: 1. **Comprehensive Content: ** From basic concepts to advanced analytical techniques, this book provides a thorough grounding in supply chain theory paired with practical Python applications. It serves as both a reference and a how-to guide for analyzing and improving supply chain functions. 2. **Real-World Applications: ** Illustrated with case studies and real-world examples, "Supply Chain Analytics" shows how Python can solve complex supply chain problems. Readers will learn to develop powerful models that can lead to substantial cost reductions and efficiency improvements. 3. **Hands-On Learning: ** Engage in practical exercises and interactive content that encourage hands-on learning. Each chapter includes step-by-step tutorials that guide readers through the intricacies of implementing Python programming to solve actual supply chain challenges. 4. **Latest Trends and Techniques: ** Stay current with the most recent advancements in supply chain analytics. The book covers emerging trends and how Python is used to leverage big data, predictive analytics, AI, and machine learning to optimize supply chain operations. 5. **Expert Knowledge: ** Authored by experienced professionals in both Python programming and supply chain management, the book offers expert insights that combine theoretical knowledge with practical expertise. 6. **Skill Enhancement: ** Readers will enhance their technical proficiency in Python while simultaneously gaining a deep understanding of supply chain analytics, making them invaluable assets to any organization. 7. **Network of Professionals: ** Gain access to a community of like-minded individuals and professionals who are focused on harnessing analytics to transform the supply chain industry. Target Audience: - **Supply Chain Professionals: ** Managers and executives aiming to integrate more data-driven approaches into their operations. - **Data Analysts and Scientists: ** Those who want to specialize in supply chain analytics and apply their technical skills in Python within this domain. - **IT Professionals in Supply Chain: ** IT experts who need to understand the analytic requirements of supply chains to implement effective solutions. - **Academics and Students: ** Lecturers and students in supply chain management, operations research, or data science disciplines who require a practical and current understanding of how Python can be applied in supply chains. - **Consultants and Strategists: ** Industry consultants seeking to offer the latest analytical techniques to advise firms on supply chain optimization. Embrace the power of Python for a transformative journey through the supply chain universe with "Supply Chain Analytics," and emerge as a forward-thinking, data-driven supply chain professional poised to make an impactful change. Unlock the potential of Python in supply chain-your journey to becoming a data-savvy supply chain leader starts here.

Download or read book Big Data Driven Supply Chain Management written by Nada R. Sanders and published by Pearson Education. This book was released on 2014 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Supply Chain Analytics written by Peter W. Robertson and published by Routledge. This book was released on 2020-11-25 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Supply Chain Optimization Design and Management Advances and Intelligent Methods written by Minis, Ioannis and published by IGI Global. This book was released on 2010-12-31 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Intelligence (CI) is a term corresponding to a new generation of algorithmic methodologies in artificial intelligence, which combines elements of learning, adaptation, evolution and approximate (fuzzy) reasoning to create programs that can be considered intelligent. Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods presents computational intelligence methods for addressing supply chain issues. Emphasis is given to techniques that provide effective solutions to complex supply chain problems and exhibit superior performance to other methods of operations research.

Download or read book Data Analytics and Artificial Intelligence for Inventory and Supply Chain Management written by Dinesh K. Sharma and published by Springer Nature. This book was released on 2022-11-08 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book considers new analytics and AI approaches in the areas of inventory control, logistics, and supply chain management. It provides valuable insights for the retailers and managers to improve business operations and make more realistic and better decisions. It also offers a number of smartly designed strategies related to inventory control and supply chain management for the optimal ordering and delivery policies. The book further uses detailed models and AI computing approaches for demand forecasting to planning optimization and digital execution tracking. One of its key features is use of real-life examples, case studies, practical models to ensure adoption of new solutions, data analytics, and AI-lead automation methodologies are included.The book can be utilized by retailers and managers to improve business operations and make more accurate and realistic decisions. The AI-based solution, agnostic assessment, and strategy will support the companies for better alignment and inventory control and capabilities to create a strategic road map for supply chain and logistics. The book is also useful for postgraduate students, researchers, and corporate executives. It addresses novel solutions for inventory to real-world supply chain and logistics that retailers, practitioners, educators, and scholars will find useful. It provides the theoretical and applicable subject matters for the senior undergraduate and graduate students, researchers, practitioners, and professionals in the area of artificial intelligent computing and its applications in inventory and supply chain management, inventory control, and logistics.

Download or read book Supply Chain 4 0 written by Emel Aktas and published by Kogan Page Publishers. This book was released on 2021-02-03 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Supply Chain Analytics and Modelling written by Nicoleta Tipi and published by Kogan Page Publishers. This book was released on 2021-04-03 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Download or read book Supply Chain Segmentation written by Margarita Protopappa-Sieke and published by Springer. This book was released on 2017-03-09 with total page 75 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the challenges companies face when different customer value propositions require them to pursue a differentiated supply chain strategy. It provides practical insights on how to achieve successful supply chain segmentation and presents the benefits this can yield for companies on the basis of best-in-class industry case studies from Gardena, Philips Luminaire, Siemens Healthcare and Volvo Construction Equipment. Drawing on these examples, it provides recommendations and solutions on how to define supply chain segmentation, and how to set up and implement a transformation program. Furthermore, it presents an in-depth discussion of the current theoretical background of supply chain segmentation and introduces the current trends and available frameworks. Offering readers specific, pragmatic guidance on the main challenges and opportunities and proposing ways to effectively measure efficiency and performance, the book concludes with the do’s, don’ts and most important aspects to keep in mind when considering an end-to-end segmentation.

Download or read book Networks Against Time written by Anna Nagurney and published by Springer Science & Business Media. This book was released on 2013-02-01 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.​​

Download or read book Segmentation Revenue Management and Pricing Analytics written by Tudor Bodea and published by Routledge. This book was released on 2014-03-21 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: The practices of revenue management and pricing analytics have transformed the transportation and hospitality industries, and are increasingly important in industries as diverse as retail, telecommunications, banking, health care and manufacturing. Segmentation, Revenue Management and Pricing Analytics guides students and professionals on how to identify and exploit revenue management and pricing opportunities in different business contexts. Bodea and Ferguson introduce concepts and quantitative methods for improving profit through capacity allocation and pricing. Whereas most marketing textbooks cover more traditional, qualitative methods for determining customer segments and prices, this book uses historical sales data with mathematical optimization to make those decisions. With hands-on practice and a fundamental understanding of some of the most common analytical models, readers will be able to make smarter business decisions and higher profits. This book will be a useful and enlightening read for MBA students in pricing and revenue management, marketing, and service operations.

Download or read book Advances in Computational Logistics and Supply Chain Analytics written by Ibraheem Alharbi and published by Springer. This book was released on 2024-04-21 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides advances in computational logistics and supply chain analytics. The authors include innovative data-driven and learning-based approaches, methods, algorithms, techniques, and tools that have been designed or applied to create and implement a successful logistics and supply chain management process. This book highlights the state of the art and challenges related to the design and the application of computational methods to solve logistic and supply chain management problems. The authors present recent computational logistic methods and supply chain analytics techniques designed and applied to support managers in improving such complex processes. This book broadly covers recent computational methods and techniques applied to ensure continuous improvement of transport, logistic, and supply chain management processes. Readers can rapidly explore these new methods and their applications to solve such complex problems.

Download or read book Supply Chain Construction written by William T. Walker and published by CRC Press. This book was released on 2015-08-26 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: All too often, entrepreneurs start small businesses unaware of their need for a supply chain network. And, large companies are acquired and their product lines merged with little regard for supply chain network integration and rationalization. Written for practitioners by a practitioner with 40 years of experience, Supply Chain Construction: The Ba

Download or read book Principles of Supply Chain Management written by Richard E. Crandall and published by CRC Press. This book was released on 2014-12-11 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this popular textbook presents a balanced overview of the principles of supply chain management. Going beyond the usual supply chain text, Principles of Supply Chain Management not only details the individual components of the supply chain, but also illustrates how the pieces must come together. To show the logic behind why su

Download or read book Optimization Modeling For Supply Chain Applications written by Haitao Li and published by World Scientific. This book was released on 2023-03-07 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to design an efficient and cost-effective logistics network? How to plan procurement, production, and transportation to meet customer demand with minimum operating costs? How to sequence jobs through machines for on-time order completion? And how to dispatch vehicles and schedule their routes to serve customers efficiently?Answers to these questions are key to effective and efficient supply chain operations. This book provides a systematic and comprehensive coverage of data-driven optimization modeling techniques and their applications in supply chain management. From the methodological perspective, it introduces various model building techniques including mathematical programming (linear and integer programming), network optimization, and constraint programming. From the application perspective, it covers the topics of supply chain network design, production planning, supply chain configuration, machine scheduling, and vehicle routing, among others. It also introduces the state-of-the-art optimization modeling software, the CPLEX OPL Studio, as a powerful and accessible tool for implementing the modeling techniques and solution methods in this book. Sample codes will be available upon purchase of the book.This book is essential reading material for researchers and students in business, data analytics, industrial engineering, computer science and applied math who would like to learn optimization modeling in the context of supply chains. It is also suitable for practitioners and consultants in industry who would like to understand the behind-the-scene techniques in off-the-shelf commercial optimization software. As a textbook, it can be used for an advanced undergraduate or graduate course in supply chain management, operations management, data analytics, economics, and industrial engineering.