Design Of Experiments For Product, Process & Quality Manager

Factorial Designs | Fractional Factorial Designs | Taguchi Designs - Lean Six Sigma Black Belt Level

What you'll learn

Types & Phases of Structured Experiments (Design of Experiments)

Terms in DoE such as Factors, Levels, Runs, Blocks, Center Points, Repetitions, Replications, etc

Plan, Set up, Perform, Analyze and Interpret the results of DOEs

Factorial Designs & Fractional Factorial Designs

Taguchi Designs

Requirements

Basic concepts of statistics - Types of Data, Descriptive Stats, CI, ANOVA

Description

Structured Experimentation or Design of Experiment (DOE) helps Product Engineers to develop and refine designs. It is simply  not possible to develop optimal designs that deliver right product  performance without understanding the relationship between dependent and  independent factors (& within independent factors). Unstructured  experimentation consumes indefinite resources and time, that no  organizations have.This is true for both Engineering Product Managers and Service Product Managers.Similarly, both Engineering and Service Process Managers cannot optimize process parameters or design products without conducting structured experiments.Quality Managers have to constantly improve the quality of product, its  reliability and that cannot happen without improvising design in a structured manner. As a part of DMAIC or DFSS improvement projects, Lean Six Sigma Black Belts & Lean Six Sigma Green Belts are expected to find ways to improve the process and optimize it and it would not be possible with knowledge of structured experimentation (Design of Experiments - DOE)This course is going to help Product and Process Engineering Managers from both Service & Engineering Sectors  to learn DOE from scratch.Practical Knowledge of DOE is non-negotiable for any Product, Process, Quality Managers & Lean Six Sigma Black Belts. Target Audience: Product ManagersProcess ManagersQuality ManagersLean Six Sigma Black Belts What you will accomplish after completing this course: After completing the course you will be able to plan, set up, perform and  analyze Full Factorial, Fractional Factorial and Taguchi DOEWhat is Covered:Structured ExperimentsTypes of ExperimentsPhases of ExperimentsTerms used in DOEFull Factorial Experiment (Performing & Analyzing)Fractional Factorial Experiment (Performing & Analyzing)Taguchi Designs (Performing & Analyzing)

Overview

Section 1: Introduction

Lecture 1 Welcome & Introduction

Lecture 2 Importance of Experiments

Lecture 3 Phases of Experiments

Lecture 4 Types of Experiments - Overview

Section 2: Factorial Designs

Lecture 5 Basic DOE Terms

Lecture 6 Performing Full Factorial Experiment in Minitab

Lecture 7 Analyzing Full Factorial Results in Minitab - Part 1

Lecture 8 Analyzing Full Factorial Results in Minitab - Part 2

Lecture 9 Advanced DOE Terms

Section 3: Fractional Factorial Designs

Lecture 10 Performing Fractional Factorial Experiments - Part 1

Lecture 11 Performing Fractional Factorial Experiments - Part II

Lecture 12 Analyzing Fractional Factorial Results in Minitab

Lecture 13 Types of Experiments - Detailed

Section 4: Taguchi Designs

Lecture 14 Taguchi Design of Experiments I

Lecture 15 Taguchi Design of Experiments II

Lecture 16 Taguchi Design of Experiments III

Lecture 17 Taguchi Design of Experiments IV

Section 5: Closing & Practice Files

Lecture 18 DOE Practice Files

Lecture 19 Bonus Lecture : Closing Lecture

Lecture 20 Bonus Lecture : Details of our courses

Product managers from engineering and service sectors,Process managers from engineering and service sectors,Quality and reliability managers, in general,Aspirants of Lean Six Sigma Black Belt Certification