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AKTU Statistical Design of Experiments (BCH054) Syllabus PDF – B.Tech 3rd Year
Statistical Design of Experiments BCH054
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Official AKTU syllabus of Statistical Design of Experiments (BCH054) for B.Tech 3rd Year – 3 credits, L-T-P 3-0-0. Read the unit-wise course content, course outcomes, evaluation pattern and recommended books online, or download the PDF.
Syllabus — Statistical Design of Experiments
Download PDFBCH054 · 3 credits · L-T-P 3-0-0
CO-PO Mapping (1 to 3 scale) CO/P PO PO PO PO PO PO PO PO PO- PO- PO- PO O -1 -2 -3 -4 -5 -6 -7 -8 9 10 11 -12 CO-1 3 3 3 1 1 1 - - - - - 1 CO-2 3 3 3 1 1 1 1 2 - - - 2 CO-3 3 3 3 2 1 1 2 2 - - - 3 CO-4 3 2 2 1 2 2 1 2 - - - 2 CO-5 3 3 3 1 2 2 1 2 - - - 1 CO-6 2 2 3 3 3 2 1 1 - - - 1 Avg 2.8 2.7 2.8 1.5 1.7 1.5 1.2 1.8 - - - 1.7
Reference Books
| S.NO | NAME OF AUTHORS/BOOKS /PUBLISHERS | YEAR OF PUBLICATION/ REPRINT |
| 1. | Montgomery, D. C., G.C. Runger, Applied Statistics and Probability for Engineers. 7th ed. New Delhi: Wiley-India. . | 2022 |
| 2. | Montgomery, D. C., Design and Analysis of Experiments. 9th ed. New Delhi: Wiley-India, 2011 | 2017 |
| CO/P O | PO -1 | PO -2 | PO -3 | PO -4 | PO -5 | PO -6 PO -7 PO -8 PO- 9 PO- 10 PO- 11 PO -12 |
| CO-1 | 3 | 1 | - | 1 | ||
| CO-2 | 3 | 1 | 2 | - | 2 | |
| CO-3 | 3 | 2 | 1 | 2 | - | 3 |
| CO-4 | 3 | 2 | 1 | 2 | 1 | 2 - 2 |
| CO-5 | 3 | 1 | 2 | 1 | 2 | - 1 |
| CO-6 | 2 | 3 | 2 | 1 | - | 1 |
| Avg | 2.8 | 2.7 | 2.8 | 1.5 | 1.7 | 1.5 1.2 1.8 - 1.7 |
| 3. | Myers, R. H., D. C. Montgomery and C. M. Anderson-Cook, Response Surface Methodology. 4the. New Jersey: Wiley. | 2022 |
| COURSE DETAILS: | ||
| UNITS | CONTENTS | LECTURE HOURS |
| I | Introduction: Overview of the subject, random errors, random variables, random sampling, determinate and indeterminate errors and their analyses. | 5 |
| II | Design of experiments: Systematic planning of experiments, methods for analysis of experimental results. General linear model ANOVA, and model checking Factorial Designs: The 2k Factorial Design, blocking and confounding in the 2k factorial design, introduction to two and three-level fractional factorial design. | 11 |
| III | Fitting regression Models: linear and nonlinear regression, general Linear Models and methods for fitting, validating and testing Response surface methods: Introduction to response surface methods and experiments with random factors Strategies for experimental design with examples | 6 |
| IV | Probability distribution: Presentation of experimental data, discrete, continuous and normal probability density functions, standard probability distribution functions: Normal, Student’s T, chi-square and F distributions | 8 |
| V | Introduction to Response Surface Methodology, the Method of Steepest Ascent, Experimental Designs for Fitting Response Surfaces- Designs for Fitting the First-Order Model, Designs for Fitting the Second-Order Model, Evolutionary Operation. Advanced topics in design of experiments 40 | 10 |
B.TECH. III YEAR V SEMESTER CHEMICAL ENGINEERING
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