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  • Machine Learning-based Prediction of Missing Parts for Assembly

    Series series Computer Science and Engineering (German Language)
    Manufacturing companies face challenges in managing increasing process complexity while meeting demands for on-time delivery, particularly evident during critical processes like assembly. The early identification of potential missing parts at the beginning assembly emerges as a crucial strategy to uphold delivery commitments. This book embarks on developing machine learning-based prediction models ... Leer más

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  • Process Mining Workshops

    ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31 – November 4, 2021, Revised Selected Papers

    Edición de Jorge Munoz-Gama, Xixi Lu ...
    Series series Springer Nature Proceedings Computer Science
    This open access book constitutes revised selected papers from the International Workshops held at the Third International Conference on Process Mining, ICPM 2021, which took place in Eindhoven, The Netherlands, during October 31–November 4, 2021.The conference focuses on the area of process mining research and practice, including theory, algorithmic challenges, and applications. The co-located ... Leer más

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  • Verification, Validation, and Testing of Engineered Systems

    de Avner Engel ...
    Series Libro 84 - Wiley Series in Systems Engineering and Management
    Systems' Verification Validation and Testing (VVT) are carried out throughout systems' lifetimes. Notably, quality-cost expended on performing VVT activities and correcting system defects consumes about half of the overall engineering cost. Verification, Validation and Testing of Engineered Systems provides a comprehensive compendium of VVT activities and corresponding VVT methods for ... Leer más

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  • Prognostics and Remaining Useful Life (RUL) Estimation

    Predicting with Confidence

    Maintenance combines various methods, tools, and techniques in a bid to reduce maintenance costs while increasing the reliability, availability, and security of equipment. Condition-based maintenance (CBM) is one such method, and prognostics forms a key element of a CBM program based on mathematical models for predicting remaining useful life (RUL). Prognostics and Remaining Useful Life (RUL) ... Leer más

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  • Medical Device Design for Six Sigma

    A Road Map for Safety and Effectiveness

    The first comprehensive guide to the integration of Design for Six Sigma principles in the medical devices development cycleMedical Device Design for Six Sigma: A Road Map for Safety and Effectiveness presents the complete body of knowledge for Design for Six Sigma (DFSS), as outlined by American Society for Quality, and details how to integrate appropriate design methodologies up front in the ... Leer más

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  • Artificial Intelligence Methods For Software Engineering

    Software is an integral part of our lives today. Modern software systems are highly complex and often pose new challenges in different aspects of Software Engineering (SE).Artificial Intelligence (AI) is a growing field in computer science that has been proven effective in applying and developing AI techniques to address various SE challenges.This unique compendium covers applications of state-of ... Leer más

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  • Capacity and Inventory Planning for Make-to-Order Production Systems

    The Impact of a Customer Required Lead Time Distribution

    Series series Business and Management (R0)
    The book presents different models for the simultaneous optimization problem of capacity investment and work release rule parameterization. The overall costs are minimized either including backorder costs or considering a service level constraint. The available literature is extended with the integration of a distributed customer required lead time in addition to the actual demand distribution. ... Leer más

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  • Optimizing Decision Making in the Apparel Supply Chain Using Artificial Intelligence (AI)

    From Production to Retail

    Series series Woodhead Publishing Series in Textiles
    Practitioners in apparel manufacturing and retailing enterprises in the fashion industry, ranging from senior to front line management, constantly face complex and critical decisions. There has been growing interest in the use of artificial intelligence (AI) techniques to enhance this process, and a number of AI techniques have already been successfully applied to apparel production and retailing. ... Leer más

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  • Business Information Systems

    19th International Conference, BIS 2016, Leipzig, Germany, July, 6-8, 2016, Proceedings

    Series series Springer Nature Proceedings excluding Computer Science
    This book contains the refereed proceedings of the 19th International Conference on Business Information Systems, BIS 2016, held in Leipzig, Germany, in July 2016. The BIS conference series follows trends in academia and business research; thus the theme of the BIS 2016 conference was Smart Business Ecosystems". This recognizes that no business is an island and competition is increasingly taking ... Leer más

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  • Enterprise, Business-Process and Information Systems Modeling

    18th International Conference, BPMDS 2017, 22nd International Conference, EMMSAD 2017, Held at CAiSE 2017, Essen, Germany, June 12-13, 2017, Proceedings

    Series series Springer Nature Proceedings excluding Computer Science
    This book constitutes the proceedings of two events held in conjunction with the CAiSE conferences and related to the areas of enterprise, business-process and information systems modeling: the 18th International Conference on Business Process Modeling, Development and Support, BPMDS 2017, and the 22nd International Conference on Evaluation and Modeling Methods for Systems Analysis and Development ... Leer más

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  • Planning Production and Inventories in the Extended Enterprise

    A State-of-the-Art Handbook, Volume 2

    Series series Business and Management (R0)
    In two volumes, Planning Production and Inventories in the Extended Enterprise: A State of the Art Handbook examines production planning across the extended enterprise against a backdrop of important gaps between theory and practice. The early chapters describe the multifaceted nature of production planning problems and reveal many of the core complexities. The middle chapters describe recent ... Leer más

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  • Big Data Analytics Using Multiple Criteria Decision-Making Models

    Series series Operations Research Series
    Multiple Criteria Decision Making (MCDM) is a subfield of Operations Research, dealing with decision making problems. A decision-making problem is characterized by the need to choose one or a few among a number of alternatives. The field of MCDM assumes special importance in this era of Big Data and Business Analytics. In this volume, the focus will be on modelling-based tools for Business ... Leer más

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