Inventory Analytics

Inventory Analytics

Author: Roberto Rossi

Publisher: Open Book Publishers

Published: 2021-05-24

Total Pages: 184

ISBN-13: 180064177X

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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.


Book Synopsis Inventory Analytics by : Roberto Rossi

Download or read book Inventory Analytics written by Roberto Rossi and published by Open Book Publishers. This book was released on 2021-05-24 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Inventory Analytics

Author: Horst Tempelmeier

Publisher: BoD – Books on Demand

Published: 2020-06-02

Total Pages: 290

ISBN-13: 375193071X

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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.


Book Synopsis Inventory Analytics by : Horst Tempelmeier

Download or read book Inventory Analytics written by Horst Tempelmeier and published by BoD – Books on Demand. This book was released on 2020-06-02 with total page 290 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Life Cycle Inventory Analysis

Life Cycle Inventory Analysis

Author: Andreas Ciroth

Publisher: Springer Nature

Published: 2021-08-30

Total Pages: 216

ISBN-13: 3030622703

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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.


Book Synopsis Life Cycle Inventory Analysis by : Andreas Ciroth

Download or read book Life Cycle Inventory Analysis written by Andreas Ciroth and published by Springer Nature. This book was released on 2021-08-30 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Retail Analytics

Retail Analytics

Author: Anna-Lena Sachs

Publisher: Springer

Published: 2014-12-10

Total Pages: 126

ISBN-13: 3319133055

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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.


Book Synopsis Retail Analytics by : Anna-Lena Sachs

Download or read book Retail Analytics written by Anna-Lena Sachs and published by Springer. This book was released on 2014-12-10 with total page 126 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Creating Values with Operations and Analytics

Creating Values with Operations and Analytics

Author: Hau Lee

Publisher: Springer Nature

Published: 2022-10-21

Total Pages: 311

ISBN-13: 3031088719

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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.


Book Synopsis Creating Values with Operations and Analytics by : Hau Lee

Download or read book Creating Values with Operations and Analytics written by Hau Lee and published by Springer Nature. This book was released on 2022-10-21 with total page 311 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Analytics

Inventory Analytics

Author: Roberto Rossi

Publisher:

Published: 2016

Total Pages: 0

ISBN-13:

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Book Synopsis Inventory Analytics by : Roberto Rossi

Download or read book Inventory Analytics written by Roberto Rossi and published by . This book was released on 2016 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Introduction to Business Analytics Using Simulation

Introduction to Business Analytics Using Simulation

Author: Jonathan P. Pinder

Publisher: Academic Press

Published: 2022-02-06

Total Pages: 513

ISBN-13: 0323991173

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Introduction to Business Analytics Using Simulation, Second Edition employs an innovative strategy to teach business analytics. The book uses simulation modeling and analysis as mechanisms to introduce and link predictive and prescriptive modeling. Because managers can't fully assess what will happen in the future, but must still make decisions, the book treats uncertainty as an essential element in decision-making. Its use of simulation gives readers a superior way of analyzing past data, understanding an uncertain future, and optimizing results to select the best decision. With its focus on uncertainty and variability, this book provides a comprehensive foundation for business analytics. Students will gain a better understanding of fundamental statistical concepts that are essential to marketing research, Six-Sigma, financial analysis, and business analytics. Teaches managers how they can use business analytics to formulate and solve business problems to enhance managerial decision-making Explains the processes needed to develop, report and analyze business data Describes how to use and apply business analytics software Offers expanded coverage on the value and application of prescriptive analytics Includes a wealth of illustrative exercises that are newly organized by difficulty level Winner of the 2017 Textbook and Academic Authors Association's (TAA) Most Promising New Textbook Award in the prior edition


Book Synopsis Introduction to Business Analytics Using Simulation by : Jonathan P. Pinder

Download or read book Introduction to Business Analytics Using Simulation written by Jonathan P. Pinder and published by Academic Press. This book was released on 2022-02-06 with total page 513 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Business Analytics Using Simulation, Second Edition employs an innovative strategy to teach business analytics. The book uses simulation modeling and analysis as mechanisms to introduce and link predictive and prescriptive modeling. Because managers can't fully assess what will happen in the future, but must still make decisions, the book treats uncertainty as an essential element in decision-making. Its use of simulation gives readers a superior way of analyzing past data, understanding an uncertain future, and optimizing results to select the best decision. With its focus on uncertainty and variability, this book provides a comprehensive foundation for business analytics. Students will gain a better understanding of fundamental statistical concepts that are essential to marketing research, Six-Sigma, financial analysis, and business analytics. Teaches managers how they can use business analytics to formulate and solve business problems to enhance managerial decision-making Explains the processes needed to develop, report and analyze business data Describes how to use and apply business analytics software Offers expanded coverage on the value and application of prescriptive analytics Includes a wealth of illustrative exercises that are newly organized by difficulty level Winner of the 2017 Textbook and Academic Authors Association's (TAA) Most Promising New Textbook Award in the prior edition


A BUYER’S GUIDE Inventory System and Asset Tracking Solutions

A BUYER’S GUIDE Inventory System and Asset Tracking Solutions

Author: Elie Jean Touma

Publisher: ASAP Systems

Published: 2020-06-15

Total Pages: 110

ISBN-13:

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A Guide to Barcode Tracking Systems What to Consider Before Purchasing a Inventory System and Asset Tracking Solutions


Book Synopsis A BUYER’S GUIDE Inventory System and Asset Tracking Solutions by : Elie Jean Touma

Download or read book A BUYER’S GUIDE Inventory System and Asset Tracking Solutions written by Elie Jean Touma and published by ASAP Systems. This book was released on 2020-06-15 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Guide to Barcode Tracking Systems What to Consider Before Purchasing a Inventory System and Asset Tracking Solutions


Narrowcast Server Getting Started Guide for MicroStrategy Analytics Enterprise

Narrowcast Server Getting Started Guide for MicroStrategy Analytics Enterprise

Author: MicroStrategy Product Manuals

Publisher: MicroStrategy, Inc.

Published: 2013-10-31

Total Pages: 283

ISBN-13: 1938244621

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The Narrowcast Server Getting Started Guide contains instructions to work with the tutorial to learn Narrowcast Server interfaces and features.


Book Synopsis Narrowcast Server Getting Started Guide for MicroStrategy Analytics Enterprise by : MicroStrategy Product Manuals

Download or read book Narrowcast Server Getting Started Guide for MicroStrategy Analytics Enterprise written by MicroStrategy Product Manuals and published by MicroStrategy, Inc.. This book was released on 2013-10-31 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Narrowcast Server Getting Started Guide contains instructions to work with the tutorial to learn Narrowcast Server interfaces and features.


Application of Big Data and Business Analytics

Application of Big Data and Business Analytics

Author: Sneha Kumari

Publisher: Emerald Group Publishing

Published: 2020-12-04

Total Pages: 171

ISBN-13: 1800438869

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Application of Big Data and Business Analytics uses advanced analytic tools to explore the solutions to problems in society, environment and industry. The chapters within bring together researchers, engineers and practitioners, encompassing a wide and diverse set of topics in almost every field.


Book Synopsis Application of Big Data and Business Analytics by : Sneha Kumari

Download or read book Application of Big Data and Business Analytics written by Sneha Kumari and published by Emerald Group Publishing. This book was released on 2020-12-04 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Application of Big Data and Business Analytics uses advanced analytic tools to explore the solutions to problems in society, environment and industry. The chapters within bring together researchers, engineers and practitioners, encompassing a wide and diverse set of topics in almost every field.