“Experimental Design” is a fundamental optional course for university students whose major is Bionic Science and Engineering. Through this course, students will have the basic principles and methods of experimental design, and they can use scientific mathematical methods to design and optimize experimental schemes for the bionic equipment and bionic material, and obtain comprehensive and valid information through scientific analysis on the experimental data, which will improve the efficiency and quality of bionic machinery design and manufacturing, and enhance fast and efficiently development of bionic mechanization and safety, high efficiency. As a general technical course, the purpose of is to learn and master all kinds of modern experiment design and optimization methods, and to provide methods and techniques for the design and manufacture of bionic machinery, the planning of bionic mechanization system and the bionic management of enterprises. The content of this course include Introduction, Orthogonal experimental design, Experimental interference control, Generalized experimental design, Uniform design and Variance analysis, total 6 chapters. It will take 30 theoretical lessons, 2 lab tutorials. Achievement evaluation includes three parts: written examination (open-book examination), experimental results and normal performance.

Chapter 1 Introduction

Section 1 Basic Tasks of Experimental Design and Problems to be solved

Section 2 Purposes, Tasks and Significance of The Course

Section 3 The Most Commonly Used Methods for Experimental Optimization

Section 4 Development History of Experimental Design

Section 5 Advantages of Experimental Design

Section 6 Application of Experimental Design

 

Chapter 2 Orthogonal Experimental Design

Section 1 Basic Concepts of Orthogonal Experimental Design

Section 2 The Orthogonal Table

Section 3 Basic Methods of Orthogonal Design

Section 4 Orthogonal Design with Interactive Effects

Section 5 Direct Application of Hybrid Table

Section 6 Overview of Common Methods for Orthogonal Experimental Design

Section 7 The Design Method of Reform the Orthogonal Table

Section 8 Adjust Experimental Factors and levels

Section 9 Quasi-factor Design Method

Section 10 Several Practical Problems in the Analysis of Experimental Results

 

Chapter 3 Experimental Disturbance Control

Section 1 Experimental Disturbance

Section 2 Basic Principles of Experimental Design

Section 3 One-way Disturbance Control

Section 4 Two-direction Disturbance Control

 

Chapter 4 Generalized Experimental Design

Section 1 The Concept of Generalized Experiment

Section 2 Fault Judgment

Section 3 Life Experiment

Section 4 Production Marketing Experiment

Section 5 Mathematical Experiment Design

Section 6 Production Plan Experiment Design

 

Chapter 5 Uniform Design

Section 1 Uniformity

Section 2 Uniform Design Table

Section 3 Uniform Experimental Design and Result Analysis

 

Chapter 6 Analysis of Variance for Orthogonal Experimental Design

Section 1 Range Analysis and Variance Analysis

Section 2 Basic Methods of Orthogonal Design Analysis of Variance

Section 3 Examples of Variance Analysis in Repeated Experiments

Section 4 Error Analysis and Test Level