Stream of Variation Modeling and Analysis for Multistage Manufacturing Processes

Stream of Variation Modeling and Analysis for Multistage Manufacturing Processes
Authors: Jianjun Shi
ISBN-10: 0849321514
ISBN-13: 9780849321511
Edition: 1
Released: 2006-12-04
Hardcover: 496 pages
List Price95
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The author is one of the leading researchers engaged in addressing this issue … an excellent source for applied statisticians and engineers alike who are interested in the applications of multivariate statistical models. The treatment of the subject matter makes it not only a useful reference for researchers and practitioners in this field (quality monitoring and applied statistics), but also an excellent textbook for a graduate level advanced quality course … a useful resource for industrial practitioners … an excellent collection of materials for researchers, practitioners, and educators interested in advanced quality monitoring through the application of multivariate statistics and linear systems principles, and this book can be used as part of a graduate level advanced quality course.

―Satish T.S. Bukkapatnam, Oklahoma State University, Technometrics, Vol. 51 No. 4, Nov. 2009
目录
What Is Stream of Variation for Multistage Manufacturing Processes?
BASIS OF MATRIX THEORY AND MULTIVARIATE STATISTICS
Basics of Matrix Theory
Basics of Multivariate Statistical Analysis
Statistical Inferences in Mean Vectors and Linear Models
Principle Component Analysis and Factor Analysis
VARIATION PROPAGATION MODELING IN MMP
State Space Modeling for Assembly Processes
State Space Modeling for Machining Processes
Factor Analysis Method for Variability Modeling
VARIATION SOURCE DIAGNOSIS
Diagnosability Analysis for Variation Source Identification
Diagnosis through Variation Pattern Matching
Estimation-Based Diagnosis
DESIGN FOR VARIATION REDUCTION
Optimal Sensor Placement and Distribution
Design Evaluation and Process Capability Analysis
Optimal Fixture Layout Design
Process-Oriented Tolerance Synthesis
QUALITY AND RELIABILITY INTEGRATION AND ADVANCED TOPICS
Quality and Reliability Chain Modeling and Analysis
Quality-Oriented Maintenance for Multiple Interactive System Components
Additional Topics on Stream of Variation
INDEX