Design of Experiments detailed syllabus scheme for Automobile Engineering (AE), 2019 regulation has been taken from the MU official website and presented for the Bachelor of Engineering students. For Course Code, Course Title, Test 1, Test 2, Avg, End Sem Exam, Team Work, Practical, Oral, Total, and other information, do visit full semester subjects post given below.
For 7th Sem Scheme of Automobile Engineering (AE), 2019 Pattern, do visit AE 7th Sem Scheme, 2019 Pattern. For the Institute Level Optional Course-1 scheme of 7th Sem 2019 regulation, refer to AE 7th Sem Institute Level Optional Course-1 Scheme 2019 Pattern. The detail syllabus for design of experiments is as follows.
Design of Experiments Syllabus for Automobile Engineering BE 7th Sem 2019 Pattern Mumbai University
Course Outcomes:
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Module 1
Introduction
- Strategy of Experimentation
- Typical Applications of Experimental Design
- Guidelines for Designing Experiments
- Response Surface Methodology 06
Module 2
Fitting Regression Models
- Linear Regression Models
- Estimation of the Parameters in Linear Regression Models
- Hypothesis Testing in Multiple Regression
- Confidence Intervals in Multiple Regression
- Prediction of new response observation
- Regression model diagnostics
- Testing for lack of fit 08
Module 3
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Module 4
Two-Level Fractional Factorial Designs
- The One-Half Fraction of the 2k Design
- The One-Quarter Fraction of the 2k Design
- The General 2k-p Fractional Factorial Design
- Resolution III Designs
- Resolution IV and V Designs
- Fractional Factorial Split-Plot Designs 07
Module 5
Response Surface Methods and Designs
- Introduction to Response Surface Methodology
- The Method of Steepest Ascent 07
- Analysis of a Second-Order Response Surface
- Experimental Designs for Fitting Response Surfaces
Module 6
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Assessment:
Internal Assessment for 20 marks: Consisting Two Compulsory Class Tests First test based onapproximately 40% of contents and second test based on remainingcontents (approximately 40% but excluding contents covered in Test I) End Semester Examination: Weightage of each module in end semester examination will be proportional to number of respective lecture hours mentioned in the curriculum.
- Question paper will comprise of total six questions, each carrying 20 marks
- Question 1 will be compulsory and should cover maximum contents of the curriculum
- Remaining questions will be mixed in nature (for example if Q.2 has part
- from module 3 then part
- will be from any module other than module 3)
- Only Four questions need to be solved.
Reference Books:
- Raymond H. Mayers, Douglas C. Montgomery, Christine M. Anderson-Cook, Response Surface Methodology: Process and Product Optimization using Designed Experiment, 3rd edition,John Wiley & Sons, New York, 2001
- D.C. Montgomery, Design and Analysis of Experiments, 5th edition, John Wiley & Sons, New York, 2001
- George E P Box, J Stuart Hunter, William G Hunter, Statics for Experimenters: Design, Innovation and Discovery, 2nd Ed. Wiley
- W J Dimond, Peactical Experiment Designs for Engineers and Scintists, John Wiley and Sons Inc. ISBN: 0-471-39054-2
- Design and Analysis of Experiments (Springer text in Statistics), Springer by A.M. Dean, and D. T.Voss
For detail Syllabus of all subjects of Automobile Engineering (AE) 7th Sem 2019 regulation, visit AE 7th Sem Subjects of 2019 Pattern.