Process Capability Analysis for Quality and Lean Six Sigma PDF Download

Author: Amar Sahay
Publisher:
ISBN: 9780985044664
Category :
Languages : en
Pages :

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Book Description
This book provides detailed analysis, methods, and computer applications related to process capability analysis. The highlights are summarized below:(1)concepts and overview of systems and processes emphasizing that the process capability analysis is applied to a process and any process is part of a system. Since the process capability is about the study of variation and variation reduction; the initial chapters are devoted to the study of process variation and how the variation affects the product and service quality.(2)relationship of process capability analysis to Six Sigma. (3)assessing process capability using widely used methods - histograms, probability plots, and control charts using examples and computer instructions, (4)examples and calculations to demonstrate the applications of process capability for normally distributed data, (5)computer analyses and cases with step-wise computer instructions and reports using MINITAB software, (6)process capability analysis of non-normal data using the methods such as Box-Cox, Johnson and distribution-fit approaches,(7)examples and cases with MINITAB computer instructions along with the downloadable data files, and (8) the methods of assessing process capability using variables and attribute control charts.The data files for the cases are provided that will allow the users to generate process capability repot using the computer instructions and interpret the results. A number of examples both manual and using computer, and cases with computer instructions, computer generated reports are explained clearly. Three appendices are provided at the end. Appendix A provides a review of statistical methods useful in the study of quality and process capability analysis, Appendix B and C provide the necessary statistical tables. These include standard normal tables for a 3-sigma and 6-sigma process, and the tables for control charts.

Author: Michael Hartung
Publisher: BoD – Books on Demand
ISBN: 3839149312
Category : Business & Economics
Languages : en
Pages : 182

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Book Description
This book is a comprehensive guideline for the Management of processes and quality by applying LEAN and SIX SIGMA. It includes various statistical tools and applications for Minitab. Additional several Management tools and models are presented, useful in combination with a SIX SIGMA approach. Lean - SIX SIGMA is a powerful tool for Management and improvements in efficiencies to be applied on all levels in an organization. SIX SIGMA is also used to solve complex problems in the process or can be developed as a company value or company culture, dedicated to quality and change. With the necessary support by Senior Management all key staff members in the company should familiar with the methodologies presented here to achieve the benefits from Lean - SIX SIGMA.

Author: Neil W. Polhemus
Publisher: CRC Press
ISBN: 1315405725
Category : Business & Economics
Languages : en
Pages : 206

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Book Description
Process Capability Analysis: Estimating Quality presents a systematic exploration of process capability analysis and how it may be used to estimate quality. The book is designed for practitioners who are tasked with insuring a high level of quality for the products and services offered by their organizations. Along with describing the necessary statistical theory, the book illustrates the practical application of the techniques to data that do not always satisfy the standard assumptions. The first two chapters deal with attribute data, where the estimation of quality is restricted to counts of nonconformities. Both classical and Bayesian methods are discussed. The rest of the book deals with variable data, including extensive discussions of both capability indices and statistical tolerance limits. Considerable emphasis is placed on methods for handling non-normal data. Also included are discussions of topics often omitted in discussions of process capability, including multivariate capability indices, multivariate tolerance limits, and capability control charts. A separate chapter deals with the problem of determining adequate sample sizes for estimating process capability. Features:  Comprehensive treatment of the subject with consistent theme of estimating percent of nonconforming product or service.  Includes Bayesian methods.  Extension of univariate techniques to multivariate data.  Demonstration of all techniques using Statgraphics data analysis software. Neil Polhemus is Chief Technology Officer at Statgraphics Technology and the original developer of the Statgraphics program for statistical analysis and data visualization. Dr. Polhemus spent 6 years on the faculty of the School of Engineering and Applied Science at Princeton University before moving full-time to software development and consulting. He has taught courses dealing with statistical process control, design of experiments and data analysis for more than 100 companies and government agencies.

Author: Ron Basu
Publisher: Routledge
ISBN: 1136346481
Category : Business & Economics
Languages : en
Pages : 368

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Book Description
This is a comprehensive, user-friendly and hands-on book that is a single source of reference of tools and techniques for all quality practitioners. Implementing Six Sigma and Lean covers the basics of how to manage for consistently high quality and gives good coverage of both simple tools and advanced techniques which can be used in all businesses. This book provides guidance on how to use these tools for different situations such as new start-up companies, stalled projects and the constant achievement of high quality in well-established quality regimes. Case studies are included that encourage the reader to respond in a practical situations and provide a good learning resource for courses. There are summaries of key elements and questions with exercises at the end of each chapter.

Author: Bart A. Lameijer
Publisher: Van Haren
ISBN: 9401808317
Category : Architecture
Languages : en
Pages : 212

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Book Description
Lean Six Sigma is the global standard for organizing the design, data-based improvement and control of business processes. Well-designed and controlled processes are key in achieving and sustaining operational excellence. They ensure the quality of service and care, the reliability and safety of work that is done, and a timely processing with short waiting times. High quality processes will at the same time improve the operation’s flexibility. Thereby allowing one to adjust to changes in demand and other circumstances. An organizational capability to harness data-based process improvement, finally, facilitates organizational learning and is foundational for the fruitful implementation of ever increasing digitization and automation opportunities. Lean Six Sigma offers a complete model for shaping modern continuous improvement programs in organizations. The methodology is built on principles and methods for fact-based process improvement that have proven themselves over the last decades, and will continue to do so in the decades to come. Having emerged in manufacturing, the approach continuously evolved and gained tremendous momentum in the services and healthcare industries. This book offers a thorough and pragmatic account of Lean Six Sigma project- and programme implementation with a special focus on applications in services and healthcare organizations.

Author: Kishore K. Pochampally
Publisher: CRC Press
ISBN: 1482205572
Category : Business & Economics
Languages : en
Pages : 320

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Book Description
What happens when one of the most widely used quality improvement methodologies meets the world’s leading statistical software for quality improvement? Packed with case studies in a variety of sectors, including health care, manufacturing, airlines, and fast food restaurants, Six Sigma Case Studies with Minitab® shows you how to maximize the quality analysis and improvement tools available in Minitab® for your Six Sigma projects. Highly illustrated, the book includes detailed steps and more than 380 screenshots that explain how to use: Confidence Interval Estimation Hypothesis Testing Chi-Square Analysis Process Capability Analysis Binary Logistic Regression Item Analysis Cluster Analysis Mixture Design and Analysis of Experiments Multivariate Analysis Pareto Charts Cause-and-Effect Diagram Gage Repeatability and Reproducibility Analysis Taguchi Design and Analysis of Experiments Factorial Design and Analysis of Experiments Statistical Control Charts The case studies demonstrate the wide range of sectors and uses for Six Sigma and Minitab®. The screenshots provide exceptional detail and the book includes explanations for many Six Sigma terms and an appendix with the contents of the Minitab® worksheets that are referred to in most of the chapters. These features and more give you the tools to meet the challenges of continuous improvement expected in today’s marketplace.

Author: Donald Lighter
Publisher: Jones & Bartlett Publishers
ISBN: 1449679838
Category : Health & Fitness
Languages : en
Pages : 352

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Book Description
Basics of Health Care Performance Improvement: A Lean Six Sigma Approach prepares future healthcare administrators to meet the challenges of a changing marketplace through the proven Lean Six Sigma method of quality improvement—straightforward principles and procedures that enhance how healthcare organizations operate. With an eye toward meeting consumers’ increasing demand for value in health care, this new volume provides in-depth information on planning and implementing a “Define-Measure-Analyze-Improve-Control” (DMAIC) initiative to reduce errors and improve performance in healthcare settings, and serves as an essential reference on the basics of Lean Six Sigma and its application in augmenting the quality of care. Key Features: Lean Six Sigma case studies drawn from the industry; A thorough exploration of DMAIC approach to quality improvement; Discussion questions in every chapter Instructor Resources: Instructor's Manual, PowerPoint Presentations, and a TestBank

Author: Jay Arthur
Publisher: McGraw Hill Professional
ISBN: 1259641090
Category : Technology & Engineering
Languages : en
Pages : 400

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Book Description
Simple Steps to Improve Patient Safety, Patient Flow and the Bottom Line A Doody's Core Title for 2021! This thoroughly revised resource shows, step-by-step, how to simplify, streamline, analyze, and optimize healthcare performance using tested Lean Six Sigma and change management techniques. Lean Six Sigma for Hospitals, Second Edition, follows the patient from the front door of the hospital or emergency room all the way through discharge. The book fully explains how to improve operations and quality of care while dramatically reducing costs—often in just five days. Real-world case studies from major healthcare institutions illustrate successful implementations of Lean Six Sigma. Coverage includes: • Lean Six Sigma for hospitals, emergency departments, operating rooms, medical imaging facilities, nursing units, pharmacies, and ICUs • Patient flow and quality • Clinical staff • Order and claims accuracy • Billing and collection • Defect and medical error reduction • Excel power tools for Lean Six Sigma • Data mining and analysis • Process flow charts and control charts • Laser-focused process innovation • Statistical tools for Lean Six Sigma • Planning and implementation

Author: Salman Taghizadegan
Publisher: Elsevier
ISBN: 0080462324
Category : Business & Economics
Languages : en
Pages : 294

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Book Description
Six Sigma is a management program that provides tools that help manufacturers obtain efficient, stream-lined production to coincide with ultimate high quality products. Essentials of Lean Six Sigma will show how the well-regarded analytical tools of Six Sigma quality control can be successfully brought into the well-established models of “lean manufacturing, bringing efficient, stream-lined production and high quality product readily together. This book offers a thorough, yet concise introduction to the essential mathematics of Six Sigma, with solid case examples from a variety of industrial settings, culminating in an extended case study. Various professionals will find this book immensely useful, whether it be the industrial engineer, the industrial manager, or anyone associated with engineering in a technical or managing role. It will bring about a clear understanding of not only how to implement Six Sigma statistical tools, but also how to do so within the bounds of Lean manufacturing scheme. It will show how Lean Six Sigma can help reinforce the notion of “less is more, while at the same time preserving minimal error rates in final manufactured products. Reviews the essential statistical tools upon which Six Sigma rests, including normal distribution and mean deviation and the derivation of 1 sigma through six sigma Explains essential lean tools like Value-Stream Mapping and quality improvement tools like Kaizen techniques within the context of Lean Six Sigma practice Extended case study to clearly demonstrate how Six Sigma and Lean principles have been actually implemented, reducing production times and costs and creating improved product quality

Author: D.H. Stamatis
Publisher: CRC Press
ISBN: 1420000276
Category : Business & Economics
Languages : en
Pages : 522

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Book Description
In this volume of the Six Sigma and Beyond series, quality engineering expert D.H. Stamatis focuses on how Statistical Process Control (SPC) relates to Six Sigma. He emphasizes the "why we do" and "how to do" SPC in many different environments. The book provides readers with an overview of SPC in easy-to-follow, easy-to-understand terms. The author reviews and explains traditional SPC tools and how they relate to Six Sigma and goes on to cover the use of advanced techniques. In addition, he addresses issues that concern service SPC and short run processes, explores the issue of capability for both the short run and the long run, and discusses topics in measurement.