An Introduction To Acceptance Sampling And Spc With R
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| Author | : John Lawson |
| Publisher | : CRC Press |
| Total Pages | : 299 |
| Release | : 2021-02-25 |
| Genre | : Technology & Engineering |
| ISBN | : 1000336557 |
An Introduction to Acceptance Sampling and SPC with R is an introduction to statistical methods used in monitoring, controlling and improving quality. Topics covered include acceptance sampling; Shewhart control charts for Phase I studies; graphical and statistical tools for discovering and eliminating the cause of out-of-control-conditions; Cusum and EWMA control charts for Phase II process monitoring; and the design and analysis of experiments for process troubleshooting and discovering ways to improve process output. Origins of statistical quality control and the technical topics presented in the remainder of the book are those recommended in the ANSI/ASQ/ISO guidelines and standards for industry. The final chapter ties everything together by discussing modern management philosophies that encourage the use of the technical methods presented earlier. In the modern world sampling plans and the statistical calculations used in statistical quality control are done with the help of computers. As an open source high-level programming language with flexible graphical output options, R runs on Windows, Mac and Linux operating systems, and has add-on packages that equal or exceed the capability of commercial software for statistical methods used in quality control. In this book, we will focus on several R packages. In addition to demonstrating how to use R for acceptance sampling and control charts, this book will concentrate on how the use of these specific tools can lead to quality improvements both within a company and within their supplier companies. This would be a suitable book for a one-semester undergraduate course emphasizing statistical quality control for engineering majors (such as manufacturing engineering or industrial engineering), or a supplemental text for a graduate engineering course that included quality control topics.
| Author | : Galit Shmueli |
| Publisher | : Axelrod Schnall Publishers |
| Total Pages | : 106 |
| Release | : 2016-07-14 |
| Genre | : Business & Economics |
| ISBN | : 0991576675 |
New to the second edition: A section on Acceptance-on-Zero plans, additional screenshots from the newly-designed SQCOnline.com with several new calculators, and improved book design for enhanced readability. Practical Acceptance Sampling is a hands-on introduction to the inspection of products and services for quality assurance using statistically-based sampling plans. In today’s era of global supply chains, the path from raw materials to final product often takes place over multiple companies and across multiple continents. Acceptance sampling is key in the 21st century environment. Acceptance sampling plans provide criteria and decision rules for determining whether to accept or reject a batch based on a sample. They are therefore widely used by manufacturers, suppliers, contractors and subcontractors, and service providers in a wide range of industries. The book introduces readers to the most popular sampling plans, including Military Standards and civilian ISO and ANSI/ASQC/BS standards. It covers the design, choice and performance evaluation of different types of plans, including single- and double-stage plans, rectifying and non-rectifying plans, plans for pass/fail and continuous measurements, continuous sampling plans, and more. Practical Acceptance Sampling is suitable for courses on quality control and for quality practitioners with basic knowledge of statistics. It offers clear explanations, examples, end-of-chapter problems, and illustrations of state-of-the-art online resources. Methods are illustrated using Microsoft Excel, online calculators, and SQCOnline.com. However, any statistical software can be used with the book. A companion website to the book is available at www.SamplingBook.com
| Author | : Raymond Spingarn |
| Publisher | : |
| Total Pages | : 242 |
| Release | : 1953 |
| Genre | : Acceptance sampling |
| ISBN | : |
| Author | : Sathya Kuppuswami Ekambaram |
| Publisher | : |
| Total Pages | : 142 |
| Release | : 1965 |
| Genre | : Industrial organization |
| ISBN | : |
The statistical method in general; Design specifications and acceptance inspection; Elements of the theory of probability; Uniformity of lots and random sampling; The single sampling plan by attributes; The double sampling plan by attributes; The sequential sampling plan by attributes; The choice of sampling plans by attributes; Variables inspection - unknown sigma plans; Variables inspection - known sigma plans; Use of frequency distributions and the control charts in acceptance sampling.
| Author | : Muhammad Aslam |
| Publisher | : Springer |
| Total Pages | : 288 |
| Release | : 2019-07-19 |
| Genre | : Mathematics |
| ISBN | : 9811393060 |
This book introduces a number of new sampling plans, such as time truncated life tests, skip sampling plans, resubmitted plans, mixed sampling plans, sampling plans based on the process capability index and plans for big data, which can be used for testing and inspecting products, from the raw-materials stage to the final product, in every industry using statistical process control techniques. It also presents the statistical theory, methodology and applications of acceptance sampling from truncated life tests. Further, it discusses the latest reliability, quality and risk analysis methods based on acceptance sampling from truncated life, which engineering and statisticians require in order to make decisions, and which are also useful for researchers in the areas of quality control, lifetime analysis, censored data analysis, goodness-of-fit and statistical software applications. In its nine chapters, the book addresses a wide range of testing/inspection sampling schemes for discrete and continuous data collected in various production processes. It includes a chapter on sampling plans for big data and offers several illustrative examples of the procedures presented. Requiring a basic knowledge of probability distributions, inference and estimation, and lifetime and quality analysis, it is a valuable resource for graduate and senior undergraduate engineering students, and practicing engineers, more specifically it is useful for quality engineers, reliability engineers, consultants, black belts, master black belts, students and researchers interested in applying reliability and risk and quality methods.
| Author | : Emilio L. Cano |
| Publisher | : Springer |
| Total Pages | : 373 |
| Release | : 2015-11-20 |
| Genre | : Business & Economics |
| ISBN | : 3319240463 |
Presenting a practitioner's guide to capabilities and best practices of quality control systems using the R programming language, this volume emphasizes accessibility and ease-of-use through detailed explanations of R code as well as standard statistical methodologies. In the interest of reaching the widest possible audience of quality-control professionals and statisticians, examples throughout are structured to simplify complex equations and data structures, and to demonstrate their applications to quality control processes, such as ISO standards. The volume balances its treatment of key aspects of quality control, statistics, and programming in R, making the text accessible to beginners and expert quality control professionals alike. Several appendices serve as useful references for ISO standards and common tasks performed while applying quality control with R.
| Author | : Douglas C. Montgomery |
| Publisher | : John Wiley & Sons |
| Total Pages | : 773 |
| Release | : 2019-12-30 |
| Genre | : Einführung |
| ISBN | : 1119657113 |
"Once solely the domain of engineers, quality control has become a vital business operation used to increase productivity and secure competitive advantage. Introduction to Statistical Quality Control offers a detailed presentation of the modern statistical methods for quality control and improvement. Thorough coverage of statistical process control (SPC) demonstrates the efficacy of statistically-oriented experiments in the context of process characterization, optimization, and acceptance sampling, while examination of the implementation process provides context to real-world applications. Emphasis on Six Sigma DMAIC (Define, Measure, Analyze, Improve and Control) provides a strategic problem-solving framework that can be applied across a variety of disciplines.Adopting a balanced approach to traditional and modern methods, this text includes coverage of SQC techniques in both industrial and non-manufacturing settings, providing fundamental knowledge to students of engineering, statistics, business, and management sciences.A strong pedagogical toolset, including multiple practice problems, real-world data sets and examples, provides students with a solid base of conceptual and practical knowledge."--
| Author | : Kenneth S. Stephens |
| Publisher | : Asq Press |
| Total Pages | : 538 |
| Release | : 2001-01-01 |
| Genre | : Business & Economics |
| ISBN | : 9780873894753 |
(This book) is a welcome additon to the literature of quality. it deals with an area of quality technology that is underutilized, often misunderstood and sometimes abused. it will prove a worthwhile addition to the bookshelves of quality professionals. - Dr. Edward G. Schilling, Professor Emeritus, Rochester Institute of Technology Written in clear and understandable terms, this handbook provides a modern and applied approach to the subject of acceptance sampling and inspection. Loaded with numerous examples and illustrations to guide you, The Handbook of Applied Acceptance Sampling: Plans, Procedures, and Principles helps to make many of the mainstream principles and evaluation tools of this quality method straightforward and easy to understand. the text is written in a clear, lucid style with numerous examples and illustrations to help guide the reader, student or practitioner in these quality techniques, and to serve as a resource for current knowledge on the subject. Using spreadsheet analyzes and their applications for common acceptance sampling problems (complete with the actual formulas used in the principal cells), the book makes many of the principles and evaluations of acceptance sampling easy to understand and apply using Excel(r) spreadsheet software. the bonus CD-ROM is loaded with appendices, problem exercises & solutions, tables, graphs and more from the text that can be used beyond the applications in the book - making it an excellent practical guide for the student or quality professional.
| Author | : Richard R. Prairie |
| Publisher | : |
| Total Pages | : 14 |
| Release | : 1962 |
| Genre | : Acceptance sampling |
| ISBN | : |
| Author | : American Statistical Association |
| Publisher | : |
| Total Pages | : 168 |
| Release | : 1950 |
| Genre | : Acceptance sampling |
| ISBN | : |
