Acerca de este Curso

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Certificado para compartir
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100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
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Nivel intermedio
Aprox. 13 horas para completar
Inglés (English)

Qué aprenderás

  • Conduct experiments w/computer models and understand how least squares regression is used to build an empirical model from experimental design data

  • Understand the response surface methodology strategy to conduct experiments where system optimization is the objective

  • Recognize how the response surface approach can be used for experiments where the factors are the components of a mixture

  • Recognize where the objective of the experiment is to minimize the variability transmitted into the response from uncontrollable factors

Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio
Aprox. 13 horas para completar
Inglés (English)

ofrecido por

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Universidad del Estado de Arizona

Programa - Qué aprenderás en este curso

Semana
1

Semana 1

5 horas para completar

Unit 1: Additional Design and Analysis Topics for Factorial and Fractional Factorial Designs

5 horas para completar
12 videos (Total 125 minutos), 4 lecturas, 3 cuestionarios
12 videos
Course Introduction 4m
More About Factorial and Fractional Factorial Designs15m
The 3^3 Design11m
The 3^k Factorial Design13m
Confounding17m
Fractional Replication of the 3^k Factorial Design11m
Factorials with Mixed Levels6m
Nonregular Fractional Factorial Designs14m
Use of an Optimal Design Tool17m
Syrup Loss Example4m
Unusual Blocking Example4m
4 lecturas
Course Description10m
Course Textbook and Resources10m
Best Practices in Online Learning (or How to Succeed in This Class)10m
Unit 1: Introduction10m
2 ejercicios de práctica
Unit 1: Concept Questions30m
Exercise 130m
Semana
2

Semana 2

2 horas para completar

Unit 2: Regression Models

2 horas para completar
7 videos (Total 98 minutos), 1 lectura, 2 cuestionarios
7 videos
Properties of the Estimators10m
Regression Analysis of a 2^3 Factorial Design14m
Hypothesis Testing in Multiple Regression21m
Confidence Intervals in Multiple Regression18m
Regression Model Diagnostics12m
Viscosity Example4m
1 lectura
Unit 2: Introduction10m
2 ejercicios de práctica
Unit 2: Concept Questions
Exercise 230m
Semana
3

Semana 3

4 horas para completar

Unit 3: Response Surface Methods and Designs

4 horas para completar
14 videos (Total 178 minutos), 1 lectura, 2 cuestionarios
14 videos
The Method of Steepest Ascent15m
Second-Order Models in RSM11m
Ridge Systems11m
Multiple Responses14m
Experimental Designs for Fitting Response Surfaces18m
Blocking in a Second-Order Design15m
The Adhesive Pull-Off Force Experiment9m
General Structure of a Definitive Screening Design with m Factors9m
Experiments with Computer Models16m
Mixture Experiments15m
Constraints10m
Chemical Process Example13m
Paint Formulation Example7m
1 lectura
Unit 3: Introduction10m
2 ejercicios de práctica
Unit 3: Concept Questions30m
Exercise 330m
Semana
4

Semana 4

2 horas para completar

Unit 4: Robust Parameter Design and Process Robustness Studies

2 horas para completar
4 videos (Total 39 minutos), 1 lectura, 2 cuestionarios
4 videos
Analysis of the Crossed Array Design5m
Combined Array Designs and the Response Model Approach13m
Semiconductor Manufacturing Example7m
1 lectura
Unit 4: Introduction10m
2 ejercicios de práctica
Unit 4: Concept Questions30m
Exercise 430m

Reseñas

Principales reseñas sobre RESPONSE SURFACES, MIXTURES, AND MODEL BUILDING

Ver todas las reseñas

Acerca de Programa especializado: Diseño experimental

Diseño experimental

Preguntas Frecuentes

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