Control of Manufacturing Processes

Control of Manufacturing Processes

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This course explores statistical modeling and control in manufacturing processes. Topics include the use of experimental design and response surface modeling to understand manufacturing process physics, as well as defect and parametric yield modeling and optimization. Various forms of process contro…

Prof. Duane Boning Prof. David Hardt

Apr 7, 2015 LATEST EPISODE
infrequent NEW EPISODES
1h 19m AVG DURATION
23 EPISODES

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Latest episodes from Control of Manufacturing Processes

Lecture 02: Semiconductor process variation

Play Episode Listen Later Apr 7, 2015 85:16

lecture variation semiconductors

Lecture 22: Case study 4: "Modeling the Embossing/Imprinting of Thermoplastic Layers." (Courtesy of Hayden Taylor)

Play Episode Listen Later Apr 7, 2015 80:50

case study lecture modeling layers courtesy imprinting thermoplastic embossing

Lecture 08: Process capability and alternative SPC methods

Play Episode Listen Later Apr 7, 2015 80:03

methods lecture capability

Lecture 21: Case study 3: spatial modeling

Play Episode Listen Later Apr 7, 2015 112:34

case study lecture modeling spatial

Lecture 20: Case study 2: cycle to cycle control

Play Episode Listen Later Apr 7, 2015 83:16

cycle case study lecture

Lecture 18: Sequential experimentation: "Experimentation and Robust Design and Engineering Systems." (Courtesy of Dan Frey)

Play Episode Listen Later Apr 7, 2015 94:35

design lecture courtesy frey experimentation robust sequential engineering systems

Lecture 19: Case study 1: tungsten CVD DOE/RSM

Play Episode Listen Later Apr 7, 2015 81:31

case study lecture tungsten

Lecture 17: Nested variance components

Play Episode Listen Later Apr 7, 2015 77:59

lecture components variance nested

Lecture 16: Process robustness

Play Episode Listen Later Apr 7, 2015 84:16

lecture robustness

Lecture 07: Shewhart SPC and process capability

Play Episode Listen Later Apr 7, 2015 80:38

lecture capability

Lecture 15: Response surface modeling and process optimization

Play Episode Listen Later Apr 7, 2015 81:57

lecture surface modeling process optimization

Lecture 14: Aliasing and higher order models

Play Episode Listen Later Apr 7, 2015 80:46

models lecture higher order

Lecture 13: Modeling testing and fractional factorial models

Play Episode Listen Later Apr 7, 2015 78:23

testing models lecture modeling fractional factorial

Lecture 12: Full factorial models

Play Episode Listen Later Apr 7, 2015 75:51

models lecture factorial

Lecture 10: Yield modeling

Play Episode Listen Later Apr 7, 2015 79:10

lecture modeling yield

Lecture 11: Introduction to analysis of variance

Play Episode Listen Later Apr 7, 2015 76:24

lecture variance

Lecture 09: Advanced and multivariate SPC

Play Episode Listen Later Apr 7, 2015 84:01

lecture multivariate

Lecture 05: Probability models, parameter estimation, and sampling

Play Episode Listen Later Apr 7, 2015 81:31

models lecture sampling probability parameter estimation

Lecture 06: Sampling distributions and statistical hypotheses

Play Episode Listen Later Apr 7, 2015 81:20

lecture sampling statistical distributions hypotheses

Lecture 03: Mechanical process variation — physical causes and interpreting data

Play Episode Listen Later Apr 7, 2015 87:21

data lecture mechanical interpreting variation

Lecture 04: Probability models of manufacturing processes

Play Episode Listen Later Apr 7, 2015 82:34

models lecture manufacturing processes probability

Lecture 01: Introduction — processes and variation framework

Play Episode Listen Later Apr 7, 2015 65:13

framework lecture processes variation

Control Lab Video

Play Episode Listen Later Apr 7, 2015 15:41

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