TX4018 Design and Analysis of Textile Experiments Syllabus:
TX4018 Design and Analysis of Textile Experiments Syllabus – Anna University PG Syllabus Regulation 2021
OBJECTIVES
To make the students to learn about the
Fundamentals of experimental design and
Selection of suitable design and analysis of the results.
UNIT I EXPERIMENTAL DESIGN FUNDAMENTALS
Importance of experiments, experimental strategies, basic principles of design, terminology, ANOVA, steps in experimentation, sample size, normal probability plot, linear regression model.
UNIT II SINGLE FACTOR EXPERIMENTS
Completely randomized design, Randomized block design, Latin square design. Statistical analysis, estimation of model parameters, model adequacy checking, pair wise comparison tests, in respect of textile process, machine and quality parameters.
UNIT III MULTIFACTOR EXPERIMENTS
Two and three factor full factorial experiments, 2K factorial Experiments, Confounding and Blocking designs; application in textile experiments.
UNIT IV SPECIAL EXPERIMENTAL DESIGNS
Fractional factorial design, nested designs, Split plot design, Introduction to Response Surface Methodology, Experiments with random factors, rules for expected mean squares, approximate Ftests for textile applications.
UNIT V TAGUCHI METHODS
Steps in experimentation, design using Orthogonal Arrays, data analysis, Robust design- control and noise factors, S/N ratios, parameter design, case studies related to textile engineering.
TOTAL: 45 PERIODS
OUTCOME
Upon completion of this course, the student shall be able to
CO1: Understand the fundamentals of experimental design
CO2: Carryout statistical analysis and understand the single factor experiments
CO3: Design the experiment, conduct statistical tests and analyse the results to arrive at the conclusion
CO4: Understand the reponse surface methodology and other experimental design
CO5: Analyse the design parameters and case studies related to textile engineering
REFERENCES
1. Montgomery, D.C., Design and Analysis of experiments, John Wiley and Sons, 2003.
2. Nicolo Belavendram, Quality by Design; Taguchi techniques for industrial experimentation, Prentice Hall, 1995.
3. Phillip J.Rose, Taguchi techniques for quality engineering, McGraw Hill, 1996.
4. Leaf G.A.V., ―Practical Statistics for the Textile Industry, Part I and II‖, The Textile Institute, Manchester, 1984, ISBN:0900739517.