Download or read book A Data Driven Concept and Realization for Engineering Change Management Decision Support written by Yuwei Pan and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today's automotive industry, quickly reacting to engineering changes and providing market-driven products within a short period remains a competence for all Original Equipment Manufacturers (OEMs). Due to the complexity of products, changes to one component can lead to unexpected chain reactions in others. Besides, from creation to the approval of a change request can take weeks or even months without apparent reasons for the delays. To coordinate and control changes, companies established Engineering Change Management (ECM) processes. ECM processes can impact all determinants of competition of products: cost, quality, and time-to-market. Without proper management of Engineering Changes (ECs), negative impacts will happen. In the scope of this dissertation, a machine-learning based ECM decision support solution is developed which includes two main functions: change impacts prediction and lead time prediction. These functions support engineers to have an overview of change consequences in the early phase of the ECM process. The solution was evaluated based on the data from an automotive company and reached good performance. Therefore it was rated as beneficial to increase the efficiency, effectiveness, and quality of the existing ECM processes.
Download or read book The Science of Successful Organizational Change written by Paul Gibbons and published by FT Press. This book was released on 2015-05-15 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: Every leader understands the burning need for change–and every leader knows how risky it is, and how often it fails. To make organizational change work, you need to base it on science, not intuition. Despite hundreds of books on change, failure rates remain sky high. Are there deep flaws in the guidance change leaders are given? While eschewing the pat answers, linear models, and change recipes offered elsewhere, Paul Gibbons offers the first blueprint for change that fully reflects the newest advances in mindfulness, behavioral economics, the psychology of risk-taking, neuroscience, mindfulness, and complexity theory. Change management, ostensibly the craft of making change happen, is rife with myth, pseudoscience, and flawed ideas from pop psychology. In Gibbons’ view, change management should be “euthanized” and replaced with change agile businesses, with change leaders at every level. To achieve that, business education and leadership training in organizations needs to become more accountable for real results, not just participant satisfaction (the “edutainment” culture). Twenty-first century change leaders need to focus less on project results, more on creating agile cultures and businesses full of staff who have “get to” rather than “have to” attitudes. To do that, change leaders will have to leave behind the old paradigm of “carrots and sticks,” both of which destroy engagement. “New analytics” offer more data-driven approaches to decision making, but present a host of people challenges—where petabyte information flows meet traditional decision-making structures. These approaches will have to be complemented with “leading with science”—that is, using evidence-based management to inform strategy and policy decisions. In The Science of Successful Organizational Change , you'll learn: How the VUCA (Volatile, Uncertain, Complex, and Ambiguous) world affects the scale and pace of change in today’s businesses How understanding of flaws in human decision-making can help leaders guide their teams toward wiser strategic decisions when the stakes are largest—including “when to trust your guy and when to trust a model” and “when all of us are smarter than one of us” How new advances in neuroscience have altered best practices in influencing colleagues; negotiating with partners; engaging followers' hearts, minds, and behaviors; and managing resistance How leading organizations are making use of the science of mindfulness to create agile learners and agile cultures How new ideas from analytics, forecasting, and risk are humbling those who thought they knew the future–and how the human side of analytics and the psychology of risk are paradoxically more important in this technologically enabled world What complexity theory means for decision-making in the context of your own business How to create resilient and agile business cultures and anti-fragile, dynamic business structures To link science with your "on-the-ground" reality, Gibbons tells “warts and all” stories from his twenty-plus years consulting to top teams and at the largest businesses in the world. You'll find case studies from well-known companies like IBM and Shell and CEO interviews from Nokia and Barclays Bank.
Download or read book Data driven Decision Making to Facilitate Change written by Jane Sheil Butler (SDSU graduate student) and published by . This book was released on 1999 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book The Competitive Edge written by National Research Council (U.S.). Committee on Analysis of Research Directions and Needs in U.S. Manufacturing and published by . This book was released on 1991 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation An analysis of new research directions that will lead to higher standards of product quality, responsiveness to customers, and process flexibility. a panel of experts from industry and academia evaluates current barriers to US competitiveness and examines how to improve flexibility, build up the technology base, and update performance measures. Annotation copyrighted by Book News, Inc., Portland, OR.
Download or read book Data Science for Business written by Foster Provost and published by "O'Reilly Media, Inc.". This book was released on 2013-07-27 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today. Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making. Understand how data science fits in your organization—and how you can use it for competitive advantage Treat data as a business asset that requires careful investment if you’re to gain real value Approach business problems data-analytically, using the data-mining process to gather good data in the most appropriate way Learn general concepts for actually extracting knowledge from data Apply data science principles when interviewing data science job candidates
Download or read book Proceedings of the 2023 3rd International Conference on Public Management and Intelligent Society PMIS 2023 written by Nadeem Akhtar and published by Springer Nature. This book was released on 2023-07-25 with total page 1418 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an open access book.The 3rd International Conference on Public Management and Intelligent Society(PMIS 2023) will be held on March 10-12, 2023 in Shanghai, China. PMIS 2021 and PMIS 2022 have been successfully held in the last 2 years, providing an academic exchange platform for participants from all over the world. The conference discussed the latest topics in the field of public management and intelligent society, and the wonderful presentations were given by invited distinguished speakers and praised by scholars. Building an intelligent society and studying public management have always been a leading and hot issue. PMIS 2023 will focus on public management in an intelligent society, technological innovation in an intelligent society and advanced intelligent transportation system to discuss further. The aim of PMIS 2023 is to bring together innovative academics and industrial experts in the field of Public Management and Intelligent Society to a common forum. The primary goal to promote research and developmental activities and another goal is to promote scientific information interchange between researchers, developers, students, and practitioners in related fields.
Download or read book Product Realization written by Mileta Tomovic and published by Springer Science & Business Media. This book was released on 2008-12-16 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Product Realization: A Comprehensive Approach is based on selected papers presented at the International Conference on Comprehensive Product Realization 2007 (ICCPR2007). The extended papers will provide the opportunity for scholars from all around the world to discuss their academic programs, identify research opportunities, and initiate joint research programs in the area of comprehensive product realization. Engineering design has evolved from an isolated semi-empirical activity to a highly interconnected, multidisciplinary product realization collaborative process. The scope of the book will focus on a number of themes within the framework of the conference that are deemed essential to educating the next generation of students and practicing engineers in the area of product realization.
Download or read book Green Business Concepts Methodologies Tools and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2019-02-01 with total page 1685 pages. Available in PDF, EPUB and Kindle. Book excerpt: The issues of sustainability and corporate social responsibility have become vital discussions in many industries within the public and private sectors. In the business realm, incorporating practices that serve the overall community and ecological wellbeing can also allow businesses to flourish economically and socially. Green Business: Concepts, Methodologies, Tools, and Applications is a vital reference source for the latest research findings on the challenges and benefits of implementing sustainability into the core functions of contemporary enterprises, focusing on how green approaches improve operations. Highlighting a range of topics such as corporate sustainability, green enterprises, and circular economy, this multi-volume book is ideally designed for business executives, business and marketing professionals, business managers, academicians, and researchers actively involved in the business industry.
Download or read book Advances in Manufacturing Processes Intelligent Methods and Systems in Production Engineering written by Andre Batako and published by Springer Nature. This book was released on 2022-04-19 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book forms an excellent basis for the development of intelligent manufacturing system for Industry 4.0, digital and distributed manufacturing, and factories for future. This book of new developments and advancement in intelligent control and optimization system for production engineering serves as a good companion to scholars, manufacturing companies, and RTO to improve the efficiency of production systems.
Download or read book Leading Change written by John P. Kotter and published by Harvard Business Press. This book was released on 2012 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the ill-fated dot-com bubble to unprecedented merger and acquisition activity to scandal, greed, and, ultimately, recession -- we've learned that widespread and difficult change is no longer the exception. By outlining the process organizations have used to achieve transformational goals and by identifying where and how even top performers derail during the change process, Kotter provides a practical resource for leaders and managers charged with making change initiatives work.
Download or read book Data Quality and its Impacts on Decision Making written by Christoph Samitsch and published by Springer. This book was released on 2014-12-01 with total page 70 pages. Available in PDF, EPUB and Kindle. Book excerpt: Christoph Samitsch investigates whether decision-making efficiency is being influenced by the quality of data and information. Results of the research provide evidence that defined data quality dimensions have an effect on decision-making performance as well as the time it takes to make a decision.
Download or read book The New Industrial Engineering Information Technology and Business Process Redesign written by Thomas H. Davenport and published by Legare Street Press. This book was released on 2022-10-26 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work has been selected by scholars as being culturally important, and is part of the knowledge base of civilization as we know it. This work is in the "public domain in the United States of America, and possibly other nations. Within the United States, you may freely copy and distribute this work, as no entity (individual or corporate) has a copyright on the body of the work. Scholars believe, and we concur, that this work is important enough to be preserved, reproduced, and made generally available to the public. We appreciate your support of the preservation process, and thank you for being an important part of keeping this knowledge alive and relevant.
Download or read book The Journey Continues From Data Lake to Data Driven Organization written by Mandy Chessell and published by IBM Redbooks. This book was released on 2018-02-19 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IBM RedguideTM publication looks back on the key decisions that made the data lake successful and looks forward to the future. It proposes that the metadata management and governance approaches developed for the data lake can be adopted more broadly to increase the value that an organization gets from its data. Delivering this broader vision, however, requires a new generation of data catalogs and governance tools built on open standards that are adopted by a multi-vendor ecosystem of data platforms and tools. Work is already underway to define and deliver this capability, and there are multiple ways to engage. This guide covers the reasons why this new capability is critical for modern businesses and how you can get value from it.
Download or read book Decision Support Systems written by Daniel Power and published by iUniverse. This book was released on 2004-12-21 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision Support Systems: Frequently Asked Questions is the authoritative reference guide to computerized Decision Support Systems. Author Dan Power has spent almost 30 years building, studying and teaching others about computerized Decision Support Systems. Dr. Power is first and foremost a Decision Support evangelist and generalist. From his vantage point as editor of DSSResources.COM, he tracks a broad range of contemporary DSS topics. In this DSS FAQ, Dr. Power answers 83 frequently asked questions about computerized decision support systems. The FAQ covers a broad range of contemporary topics and the questions are organized into 8 chapters. DSS FAQ helps readers understand questions like: What is a DSS? What kind of DSS does Mr. X need? Does data modeling differ for a Data-Driven DSS? Is a Data Warehouse a DSS? Is tax preparation software an example of a DSS? What do I need to know about Data Warehousing/OLAP? What is a cost estimation DSS? What is a Spreadsheet-based DSS? Decision Support Systems: Frequently Asked Questions is a useful resource for IT specialists, students, professors and managers. It organizes important Ask Dan! questions (with answers) published in DSS News from 2000 through 2004.
Download or read book Research Anthology on Decision Support Systems and Decision Management in Healthcare Business and Engineering written by Management Association, Information Resources and published by IGI Global. This book was released on 2021-05-28 with total page 1538 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision support systems (DSS) are widely touted for their effectiveness in aiding decision making, particularly across a wide and diverse range of industries including healthcare, business, and engineering applications. The concepts, principles, and theories of enhanced decision making are essential points of research as well as the exact methods, tools, and technologies being implemented in these industries. From both a standpoint of DSS interfaces, namely the design and development of these technologies, along with the implementations, including experiences and utilization of these tools, one can get a better sense of how exactly DSS has changed the face of decision making and management in multi-industry applications. Furthermore, the evaluation of the impact of these technologies is essential in moving forward in the future. The Research Anthology on Decision Support Systems and Decision Management in Healthcare, Business, and Engineering explores how decision support systems have been developed and implemented across diverse industries through perspectives on the technology, the utilizations of these tools, and from a decision management standpoint. The chapters will cover not only the interfaces, implementations, and functionality of these tools, but also the overall impacts they have had on the specific industries mentioned. This book also evaluates the effectiveness along with benefits and challenges of using DSS as well as the outlook for the future. This book is ideal for decision makers, IT consultants and specialists, software developers, design professionals, academicians, policymakers, researchers, professionals, and students interested in how DSS is being used in different industries.
Download or read book ADKAR written by Jeff Hiatt and published by Prosci. This book was released on 2006 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: In his first complete text on the ADKAR model, Jeff Hiatt explains the origin of the model and explores what drives each building block of ADKAR. Learn how to build awareness, create desire, develop knowledge, foster ability and reinforce changes in your organization. The ADKAR Model is changing how we think about managing the people side of change, and provides a powerful foundation to help you succeed at change.
Download or read book Data Driven written by Thomas C. Redman and published by Harvard Business Press. This book was released on 2008-09-22 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Your company's data has the potential to add enormous value to every facet of the organization -- from marketing and new product development to strategy to financial management. Yet if your company is like most, it's not using its data to create strategic advantage. Data sits around unused -- or incorrect data fouls up operations and decision making. In Data Driven, Thomas Redman, the "Data Doc," shows how to leverage and deploy data to sharpen your company's competitive edge and enhance its profitability. The author reveals: · The special properties that make data such a powerful asset · The hidden costs of flawed, outdated, or otherwise poor-quality data · How to improve data quality for competitive advantage · Strategies for exploiting your data to make better business decisions · The many ways to bring data to market · Ideas for dealing with political struggles over data and concerns about privacy rights Your company's data is a key business asset, and you need to manage it aggressively and professionally. Whether you're a top executive, an aspiring leader, or a product-line manager, this eye-opening book provides the tools and thinking you need to do that.
