| Lesson Code | Course Name | Class | Credit | Lesson Time | Weekly Lesson Hours (Theoretical) | Weekly Lesson Hours (Practice) | Weekly Class Hours (Laboratory) |
|---|---|---|---|---|---|---|---|
| TSM 4237 | Modeling of Technological Processes | Үшінші курс | 5 | 150 | 1 | 2 | 2 |
The subject studies the principles, structure and tasks of the construction of modeling of technological processes, as a result, the basic concepts of the theory of modeling and technological processes, types of models (mathematical simulation, digital and others), the basics of planning experiments and the use and repair of models to solve applied problems of engineering production.
Software management of technological processes and productions
Theory of linear / non-linear control system, Modeling of control systems
Narrative, exchange of ideas, discussion, problem methods.
| 1 | Knowing the concept of mathematical model. |
| 2 | Learning the principle of mathematical modeling. |
| 3 | Learning the principles of management theory. |
| 4 | Creating a model of control systems in the VisSIM environment |
| 5 | Mastering algorithms for creating mathematical models. |
| 6 | Selection of the RZ model for a given management object. |
| 7 | Evaluation of stability of linear AR in VisSIM environment. |
| 8 | Obtain/estimate the dynamic characteristics of the ARZ in the VisSIM environment. |
| 9 | Evaluation of the regression model of the technological process in the VisSIM environment. |
| 10 | Creation of VisSIM regression model of the technological process. |
| Haftalık Konu | Evaluation Method | |
|---|---|---|
| 1 | Mathematical model: basic concepts, purpose/principles of modeling, types. | |
| 2 | Mathematical modeling and theory of automatic control: open/closed system. | |
| 3 | Simple and complex systems, feedback. | |
| 4 | Input-Output model. | |
| 5 | Multiple Input - Multiple Output (MIMO) model. | |
| 6 | Process (technological process) model creation algorithm. | |
| 7 | Analytical model creation algorithm. | |
| 8 | Empirical model creation algorithm. | |
| 9 | Experiment planning procedure: one- / multi-factorial experiment. | |
| 10 | Experiment procedure. | |
| 11 | One-factor regression models: adequacy / accuracy. | |
| 12 | Multifactor regression models. | |
| 13 | Linear regression models. | |
| 14 | Nonlinear regression models. | |
| 15 | Using a regression model. |
| PÇ1 | PÇ2 | PÇ3 | PÇ4 | PÇ5 | PÇ6 | PÇ7 | PÇ8 | PÇ9 | PÇ10 | PÇ11 | PÇ12 |
|---|
| Textbook / Material / Recommended Resources | ||
|---|---|---|
| 1 | Штерензон В. А. Моделирование технологических процессов: конспект лекций / В. А. Штерензон. Екатеринбург, 2010. 66 с. | |
| 2 | Кузьмин В. В. Математическое моделирование технологических процессов сборки и механической обработки изделий машиностроения: учебник для вузов. Москва: Высшая школа, 2008. 279 с. | |
| 3 | Спирин Н. А. Методы планирования и обработки результатов инженерного эксперимента: учебное пособие. Екатеринбург, 2013. 260 с |