Engineering Experiment

The transition to the development and modernization of complex processes of production of microelectronic devices is needed for changes in the methodology of their study, analysis and monitoring, which requires knowledge of physics, chemistry, electronics, etc. A large number of issues in analysis and process control is mathematical in nature, requiring the application of statistical and theoretical-probabilistic methods for processing experimental data. To increase productivity in this area, experts should know the basics of the mathematical theory of experiment and successfully apply it in practice.
In this discipline presents the elements of the modern theory of experiment are given and the use of multifactor experiment in solving various engineering problems is presented, such as obtaining the mathematical description of devices in order to study the principle of their operation, optimization, parametric study of the accuracy and reliability.
Discipline consists of the following sections:

• planning and implementation scheme of the experiment,
• the theory of parameter estimation and hypothesis testing,
• the main stages of the dispersion analysis, regression and correlation analysis,
• the organization of multi-factorial experiments,
• the essence of applying the methods of experiment planning to study the accuracy and reliability of parametric reliability and construction tolerances for the output devices’ parameters,
• the basic concepts of simulation.