Simulation-based Lean Six-Sigma and Design for Six-SigmaThis is the first book to completely cover the whole body of knowledge of Six Sigma and Design for Six Sigma with Simulation Methods as outlined by the American Society for Quality. Both simulation and contemporary Six Sigma methods are explained in detail with practical examples that help understanding of the key features of the design methods. The systems approach to designing products and services as well as problem solving is integrated into the methods discussed. |
From inside the book
Results 1-5 of 81
Page vii
... Defined, 5 1.3 Introduction to Process Modeling, 7 1.4 Introduction to Business Process Management, 9 1.5 Measurement Systems Analysis, 11 1.6 Process Capability and Six-Sigma Process Performance, 12 1.7 Overview of Six-Sigma ...
... Defined, 5 1.3 Introduction to Process Modeling, 7 1.4 Introduction to Business Process Management, 9 1.5 Measurement Systems Analysis, 11 1.6 Process Capability and Six-Sigma Process Performance, 12 1.7 Overview of Six-Sigma ...
Page xi
... based six-sigma methodology, the subject of this book, we first review both six-sigma and simulation approaches and then lay the background for their integration. SIX-SIGMA DEFINED The success of six-sigma deployment in many industries xi.
... based six-sigma methodology, the subject of this book, we first review both six-sigma and simulation approaches and then lay the background for their integration. SIX-SIGMA DEFINED The success of six-sigma deployment in many industries xi.
Page xii
... define the quality level of the product or process. Critical to these relationships is the concept of the voice of the customer: that quality can be defined only by the customer who will ultimately receive the outputs or benefits of a ...
... define the quality level of the product or process. Critical to these relationships is the concept of the voice of the customer: that quality can be defined only by the customer who will ultimately receive the outputs or benefits of a ...
Page xiii
... DEFINED Simulation, in general, is a disciplined process of building a model of an existing or proposed real system and performing experiments with this model to analyze and understand the behavior of selected characteristics of a real ...
... DEFINED Simulation, in general, is a disciplined process of building a model of an existing or proposed real system and performing experiments with this model to analyze and understand the behavior of selected characteristics of a real ...
Page xviii
... defined in terms of time-based performance to take advantage of simulation modeling for a system-level application of six-sigma statistical tools used in DMAIC and lean techniques. In Chapter 10 we develop a 3S-DFSS clinic case study ...
... defined in terms of time-based performance to take advantage of simulation modeling for a system-level application of six-sigma statistical tools used in DMAIC and lean techniques. In Chapter 10 we develop a 3S-DFSS clinic case study ...
Contents
PART II SIMULATION FUNDAMENTALS | 71 |
PART III SIMULATIONBASED SIXSIGMA AND DESIGN FOR SIXSIGMA | 189 |
APPENDIX A BASIC STATISTICS | 343 |
APPENDIX B RANDOM NUMBERS | 363 |
APPENDIX C AXIOMATIC DESIGN | 367 |
APPENDIX D TAGUCHIS QUALITY ENGINEERING | 375 |
APPENDIX E PROCESS MAPPING | 381 |
APPENDIX F VENDORS | 387 |
REFERENCES AND FURTHER READING | 395 |
INDEX | 401 |
Other editions - View all
Simulation-based Lean Six-Sigma and Design for Six-Sigma Basem El-Haik,Raid Al-Aomar No preview available - 2006 |
Common terms and phrases
3S-LSS approach analysis analyzing application assembly lines assembly process assessment average axiomatic design batch behavior buffer cellular manufacturing Chapter clinic concept continuous improvement cost CTQs CTSs cycle defects defined deployment Design for Six-Sigma design of experiments design parameters DFSS discrete event simulation distribution DMAIC effective El-Haik elements entities event example experimental design factors flow focus implementation inputs inventory Kaizen Kanban layout lean manufacturing lean measures lean techniques logic machine methods MINITAB model logic null hypothesis operations optimization outputs Pareto chart patients phase Phone problem process map production system quality function deployment random number real-world system reduce road map sample selected simulation model simulation replications simulation run simulation software simulation study software tools solution alternatives Stage statistics stochastic testing throughput time-based tion tollgate utilization value stream map variables warm-up period
Popular passages
Page 369 - FRs are related in such a way that a specific DP can be adjusted to satisfy its corresponding FR without affecting other functional requirements.
Page 357 - First, a researcher may conclude that the null hypothesis is false, when, in fact, it is true (eg, conclude that a difference exists when it does not).
Page 40 - ... quality, reducing production and delivery lead times, and reducing other costs (such as those associated with machine setup and equipment breakdown). In a JIT system, underutilized (excess) capacity is used instead of buffer inventories , to hedge against problems that may arise. JIT applies primarily to repetitive manufacturing processes in which the same products and components are produced over and over again. The general idea is to establish flow processes (even when the facility uses a jobbing...
Page 59 - Verify) - data driven quality strategy for designing product and processes; this is an integral part of a Six Sigma Quality Initiative - DFSS (Design For Six Sigma) - unlike the DMAIC methodology, the phases or steps of DFSS are not universally recognized or defined - almost every company or training organization will define DFSS differently; a company might tailor to suit its business, industry and culture, or it might implement the version of DFSS used by the consulting company assisting in its...
Page 349 - Measures of central tendency are measures of the location of the middle or the center of a distribution. The mean is the most commonly used measure of central tendency. The...
Page 3 - The transactions include entering and delivering orders, recording payments, checking the status of orders, and monitoring the level of stock at the warehouses.
Page 46 - In cellular manufacturing, equipment and workstations are arranged in a sequence that supports a smooth flow of materials and components through the process, with minimal transport or delay.
Page 40 - ... used instead of buffer inventories to hedge against problems that may arise. JIT applies primarily to repetitive manufacturing processes in which the same products and components are produced over and over again. The general idea is to establish flow processes (even when the facility uses a jobbing or batch process layout) by linking work centers so that there is an even, balanced flow of materials throughout the entire production process, similar to that found in an assembly line. To accomplish...
Page 357 - II error is an error only in the sense that an opportunity to reject the null hypothesis correctly was lost.
Page 79 - A statistical technique that is concerned with fitting relationships between a dependent variable, y, and one or more independent variables, x\, x2, . . . , usually by the method of 'least squares.