ADVANCED DESIGN OF EXPERIMENTS

Course Content

Total Training Hours: 14 hours

  • REVIEW OF DESIGN OF EXPERIMENT (DOE)  0/2

    • Lecture1.1
      Revision of simple Design of Experiment.
    • Lecture1.2
      Linkage of DOE to Advanced DOE Experiment.

  • EFFICIENT SCREENING DESIGNS  0/4

    • Lecture2.1
      Fast screening of factors.
    • Lecture2.2
      Fractional factorial designs.
    • Lecture2.3
      Confounding analysis.
    • Lecture2.4
      Full analysis of 1⁄2 fraction.

  • MULTIPLE REGRESSION SYSTEMS  0/4

    • Lecture3.1
      Linear regression.
    • Lecture3.2
      Sum of squares (SS) and F-statistics.
    • Lecture3.3
      Multiple Regression.
    • Lecture3.4
      Analysis of Variance (ANOVA) and R-square.

  • ADVANCED OPTIMISATION STUDIES  0/5

    • Lecture4.1
      Production optimisation through experimentation.
    • Lecture4.2
      Response Surface Methodology.
    • Lecture4.3
      Method of steepest ascent.
    • Lecture4.4
      Calculation of response.
    • Lecture4.5
      Progress along the path and overshoot.
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