| Lesson Code | Course Name | Class | Credit | Lesson Time | Weekly Lesson Hours (Theoretical) | Weekly Lesson Hours (Practice) | Weekly Class Hours (Laboratory) |
|---|---|---|---|---|---|---|---|
| OPKS 3225 | Automated Production Process Management Systems | Үшінші курс | 5 | 150 | 1 | 2 | 2 |
The purpose of the subject The subject solves problems based on the basic characteristics and principles of creating an automatic control system, system analysis of technological control objects, the principle of informational description of technological operations and processes, methods of evaluating and optimizing the state of the control object, the method of least squares, as a result of Bayesian estimates, rating, maximum principles monitors the work. Analyzes and calculates the economic efficiency of using correlation and regression analysis methods, stochastic and deterministic models, automated control systems.
Robotics, Signals and control systems, Modeling and identification of control objects.
Analysis and synthesis of circuits, technical means of automation and control, theory of linear and nonlinear automatic control system, modeling of control systems.
Group work, brainstorming, narrative, developmental and creative teaching methods.
| 1 | Organizes preparation of schemes for replacement of structural, functional and automatic systems of automation using automated systems of management of production processes. |
| 2 | Uses automated systems of management of production processes, implements schemes of replacement of structural, functional and automation systems of automation. |
| 3 | Using automated systems of management of production processes, - systematically analyzes automated control systems, technological processes and productions, organizes monitoring of the operation of devices and sites. |
| 4 | Uses automated systems of management of production processes, - systematically analyzes automated control systems, technological processes and productions, monitors the operation of devices and sites. |
| 5 | Develops technical tasks for projects on modernization and reconstruction of tools of automatic control systems using automated systems of management of industrial processes, organizes research work. |
| 6 | Develops technical tasks for projects on modernization and reconstruction of tools of automatic control systems using automated systems of management of production processes, conducts scientific research. |
| Haftalık Konu | Evaluation Method | |
|---|---|---|
| 1 | Introduction. The purpose and tasks of ACS of production processes. A retrospective review and analysis. modern problems and development perspective. | |
| 2 | Enterprise resource planning systems (MRP, MRP II, ERP, EAM). | |
| 3 | Operational management of production processes (MES-Manufacturing Execution Systems). | |
| 4 | MES model for integrated production management system (c-MES). | |
| 5 | Joint production and features (Collaborative Manufacturing). | |
| 6 | Recommendations for choosing an MES-system for production management. | |
| 7 | Ways to use a step-by-step approach in introducing the MES-system into production. | |
| 8 | Distributed system of monitoring and control of production processes: sensor, controller, executive device, software (DCS). | |
| 9 | Programmable logic controller for processing, controlling production processes: motion, temperature, pressure, etc. (PLC). | |
| 10 | Equipment repair and service management systems in the production process: equipment, tools, buildings, constructions, etc. b. (AMS). | |
| 11 | Operator management or monitoring of production technological processes at the same time. (SCADA). | |
| 12 | Data collection, processing, visualization, analysis (sensor, instruments, etc.): data collection, processing; graphical, tabular presentation; determining legitimacy. | |
| 13 | Collection and analysis of data (text, image, audio, video recording) based on AI (machine learning, Big Data, etc.): Hadoop, Spark, Cassandra, MongoDB, etc. B | |
| 14 | Data collection and analysis based on computer vision (improving image quality, removing various 'noise', scaling, etc.). | |
| 15 | Data collection and analysis based on natural language processing (NLP): tokenization, classification ('tonality', classification according to belonging to a certain category). |
| PÇ1 | PÇ2 | PÇ3 | PÇ4 | PÇ5 | PÇ6 | PÇ7 | PÇ8 | PÇ9 | PÇ10 | PÇ11 | PÇ12 |
|---|
| Textbook / Material / Recommended Resources | ||
|---|---|---|
| 1 | Бәзіл Г.Д. АСУ производственными процессами. Конспект лекций для студентов специальности 6B07108 – Автоматизация и управление. – Алматы: АУЭС, 2021. – 81 с. | |
| 2 | Схиртладзе А. и др. Автоматизация технологических процессов и производств.-М.: Арбис, 2015. -565 б. | |
| 3 | Парсункин Б.Н. Автоматизация ТП и производств. - Магнитогорск: 'МагниГТУ', 2014. - 213 б. | |
| 4 | Шишмарев В.Ю. Автоматизация технологических процессов: Учебник. - М.: Academia, 2018. - 320 c. | |
| 5 | Еренчинов К.К. и др. АСУ производственными процессами: МУ по вып. лаб. работ. – А.: АУЭС, 2016. |