Inventory Analytics
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Inventory Analytics
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Author : Roberto Rossi
language : en
Publisher: Open Book Publishers
Release Date : 2021-05-24
Inventory Analytics written by Roberto Rossi and has been published by Open Book Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-24 with Business & Economics categories.
Inventory Analytics provides a comprehensive and accessible introduction to the theory and practice of inventory control – a significant research area central to supply chain planning. The book outlines the foundations of inventory systems and surveys prescriptive analytics models for deterministic inventory control. It further discusses predictive analytics techniques for demand forecasting in inventory control and also examines prescriptive analytics models for stochastic inventory control. Inventory Analytics is the first book of its kind to adopt a practicable, Python-driven approach to illustrating theories and concepts via computational examples, with each model covered in the book accompanied by its Python code. Originating as a collection of self-contained lectures, Inventory Analytics will be an indispensable resource for practitioners, researchers, teachers, and students alike.
Inventory Analytics
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Author : Horst Tempelmeier
language : en
Publisher: BoD – Books on Demand
Release Date : 2020-06-02
Inventory Analytics written by Horst Tempelmeier and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-02 with Business & Economics categories.
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.
Inventory Analytics
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Author : Roberto Rossi
language : en
Publisher:
Release Date : 2021-05-31
Inventory Analytics written by Roberto Rossi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-31 with categories.
Inventory Analytics provides a comprehensive and accessible introduction to the theory and practice of inventory control - a significant research area central to supply chain planning. The book outlines the foundations of inventory systems and surveys prescriptive analytics models for deterministic inventory control. It further discusses predictive analytics techniques for demand forecasting in inventory control and also examines prescriptive analytics models for stochastic inventory control. Inventory Analytics is the first book of its kind to adopt a practicable, Python-driven approach to illustrating theories and concepts via computational examples, with each model covered in the book accompanied by its Python code. Originating as a collection of self-contained lectures, Inventory Analytics will be an indispensable resource for practitioners, researchers, teachers, and students alike.
Data Analytics And Artificial Intelligence For Inventory And Supply Chain Management
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Author : Dinesh K. Sharma
language : en
Publisher: Springer Nature
Release Date : 2022-11-08
Data Analytics And Artificial Intelligence For Inventory And Supply Chain Management written by Dinesh K. Sharma and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-08 with Business & Economics categories.
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.
Retail Analytics
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Author : Anna-Lena Sachs
language : en
Publisher: Springer
Release Date : 2014-12-10
Retail Analytics written by Anna-Lena Sachs and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-12-10 with Business & Economics categories.
This book addresses the challenging task of demand forecasting and inventory management in retailing. It analyzes how information from point-of-sale scanner systems can be used to improve inventory decisions, and develops a data-driven approach that integrates demand forecasting and inventory management for perishable products, while taking unobservable lost sales and substitution into account in out-of-stock situations. Using linear programming, a new inventory function that reflects the causal relationship between demand and external factors such as price and weather is proposed. The book subsequently demonstrates the benefits of this new approach in numerical studies that utilize real data collected at a large European retail chain. Furthermore, the book derives an optimal inventory policy for a multi-product setting in which the decision-maker faces an aggregated service level target, and analyzes whether the decision-maker is subject to behavioral biases based on real data for bakery products.
Supply Chain Analytics For Inventory Management
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Author : Christiane Haubitz
language : en
Publisher:
Release Date : 2021-11-10
Supply Chain Analytics For Inventory Management written by Christiane Haubitz and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-10 with categories.
This book addresses the application of supply chain analytics to improve inventory management, a cornerstone for successful operations at many companies. Holding inventory reduces stockout cost, facilitates smooth operations, and improves service levels and customer experience; but it also ties up capital and goes along with costs for storage, obsolescence, handling, and other. Due to the complexity of the task, companies apply inventory models, which build on assumptions that seldomly fully hold in practice. As a consequence, the actual performance of the inventory system deviates from the projected performance and the full potential of the models cannot be exploited. This book covers three different problems that companies commonly face when managing their inventories: the introduction of new inventory policies in existing inventory systems, the use of algorithmic advice by human planners, and the accuracy of master data on which inventory models rely. By using mathematical optimization, behavioral experiments, and machine learning, the developed approaches support the successful implementation of state-of-the-art inventory research in practice.
Life Cycle Inventory Analysis
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Author : Andreas Ciroth
language : en
Publisher: Springer Nature
Release Date : 2021-08-30
Life Cycle Inventory Analysis written by Andreas Ciroth and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-30 with Science categories.
Life Cycle Inventory (LCI) Analysis is the second phase in the Life Cycle Assessment (LCA) framework. Since the first attempts to formalize life cycle assessment in the early 1970, life cycle inventory analysis has been a central part. Chapter 1 “Introduction to Life Cycle Inventory Analysis“ discusses the history of inventory analysis from the 1970s through SETAC and the ISO standard. In Chapter 2 “Principles of Life Cycle Inventory Modeling”, the general principles of setting up an LCI model and LCI analysis are described by introducing the core LCI model and extensions that allow addressing reality better. Chapter 3 “Development of Unit Process Datasets” shows that developing unit processes of high quality and transparency is not a trivial task, but is crucial for high-quality LCA studies. Chapter 4 “Multi-functionality in Life Cycle Inventory Analysis: Approaches and Solutions” describes how multi-functional processes can be identified. In Chapter 5 “Data Quality in Life Cycle Inventories”, the quality of data gathered and used in LCI analysis is discussed. State-of-the-art indicators to assess data quality in LCA are described and the fitness for purpose concept is introduced. Chapter 6 “Life Cycle Inventory Data and Databases“ follows up on the topic of LCI data and provides a state-of-the-art description of LCI databases. It describes differences between foreground and background data, recommendations for starting a database, data exchange and quality assurance concepts for databases, as well as the scientific basis of LCI databases. Chapter 7 “Algorithms of Life Cycle Inventory Analysis“ provides the mathematical models underpinning the LCI. Since Heijungs and Suh (2002), this is the first time that this aspect of LCA has been fundamentally presented. In Chapter 8 “Inventory Indicators in Life Cycle Assessment”, the use of LCI data to create aggregated environmental and resource indicators is described. Such indicators include the cumulative energy demand and various water use indicators. Chapter 9 “The Link Between Life Cycle Inventory Analysis and Life Cycle Impact Assessment” uses four examples to discuss the link between LCI analysis and LCIA. A clear and relevant link between these phases is crucial.
Analysis Of Inventory Systems
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Author : George Hadley
language : en
Publisher:
Release Date : 1963
Analysis Of Inventory Systems written by George Hadley and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1963 with Inventories categories.
Creating Values With Operations And Analytics
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Author : Hau Lee
language : en
Publisher: Springer Nature
Release Date : 2022-10-21
Creating Values With Operations And Analytics written by Hau Lee and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-10-21 with Business & Economics categories.
This book showcases how the latest and most advanced types of analytical modeling and empirical analysis can help to create value in the global supply chain. Focusing on practical relevance, it shares valuable management insights and addresses key issues in operations management (OM), demonstrating how past research has led to various practices and impacts, while also exploring the aspirations of the latest research. It presents current research on various topics such as global supply chain design, service supply chains, product design, responsible supply chains, performance and incentives in operations, data analytics in health services, new business models in the digital age, and new digital technology advances such as blockchain. In addition, it presents practical case studies on the aforementioned topics. Beyond the value of its contents, the book is intended as a tribute to Professor Morris Cohen, who has been a major contributor to advancing the research frontier in operations management and a driving force in shaping the field. Given its scope, the book will appeal to a wide readership, from researchers and PhD students to practitioners and consultants.
Inventory Analysis
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Author : Gerardus Blokdyk
language : en
Publisher: Createspace Independent Publishing Platform
Release Date : 2018-05-11
Inventory Analysis written by Gerardus 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 2018-05-11 with categories.
Is there a Inventory analysis Communication plan covering who needs to get what information when? Are there recognized Inventory analysis problems? How will the Inventory analysis team and the organization measure complete success of Inventory analysis? How do we accomplish our long range Inventory analysis goals? How do we maintain Inventory analysis's Integrity? This limited edition Inventory analysis self-assessment will make you the reliable Inventory analysis domain assessor by revealing just what you need to know to be fluent and ready for any Inventory analysis challenge. How do I reduce the effort in the Inventory analysis work to be done to get problems solved? How can I ensure that plans of action include every Inventory analysis task and that every Inventory analysis outcome is in place? How will I save time investigating strategic and tactical options and ensuring Inventory analysis costs are low? How can I deliver tailored Inventory analysis advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Inventory analysis essentials are covered, from every angle: the Inventory analysis self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Inventory analysis outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Inventory analysis practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Inventory analysis are maximized with professional results. Your purchase includes access details to the Inventory analysis self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book.