Industrial Engineeringcoretheory
DESIGN OF EXPERIMENTS
MIE 2229
Syllabus
- 01Introduction to experimental design: Strategy of experimentation, Typical applications of experimental design, Basic principles, Guidelines
- 02Screening Design: Two level fractional factorial designs, Plackett-Burman designs and definitive screening designs. Two-level factorial design for two factors and three factors
- 03Higher-level factorial design: Three level experimental design for two factors and three factors, fractional factorial design, saturated designs
- 04Mixture design: simplex design
- 05Quality by experimental design: Quality, western and Taguchi's quality philosophy, Quadratic loss function, Robust design, Reliability improvement through experiments
- 06Experimental design using Taguchi: selection of standard orthogonal array, linear graphs and interaction assignment, compound factor method, Signal to Noise ratio
- 07Response Surface design: Central composite design, Box-Behnken design
References
- Douglas C. Montgomery, Design and Analysis of Experiments, Wiley India Pvt. Ltd. 2021
- Madhav S Phadke, Quality Engineering using Robust design, Pearson education,2008
- Thomas Barker and Marcel Dekker, Quality by experimental design, Inc ASQC quality press, 2000
- C.F. Jeff Wu and Michel Hamada, Experiments planning, analysis and parameter design optimisation, John Wiley 2nd Ed., 2011
Credits Structure
2Lecture
1Tutorial
0Practical
3Total