Ders Planı

CLASS 4

Lesson plan / INTELLEGENT CONTROL SYSTEMS

Lesson Information

Course Credit	3.0
Course ECTS Credit	4.0
Teaching Language of Instruction	İngilizce
Level of Course	Bachelor's Degree, TYYÇ: Level 6, EQF-LLL: Level 6, QF-EHEA: First Cycle
Type of Course	Programme Elective
Mode of Delivery	Face-to-face
Does the course require compulsory or optional work experience?	S
Course Coordinator	Assist. Prof. Dr. MOHAMMED ALKRUNZ
Instructor (s)	Assist. Prof. Dr. MOHAMMED ALKRUNZ
Course Assistant

Purpose and Content

The aim of the course	To provide students with general knowledge about intelligent control systems and their applications. To know how to build artificial intelligence based controllers. To know the different types of artificial intelligence tools. To understand the principles of operation of neural networks and fuzzy logics. To know how to use MATLAB and simulink in building artificial intelligence systems.
Course Content	Introduction to intelligent control systems, differences between control systems and intelligent control systems, statistical modeling and decision making, neural networks, fuzzy logic.

Learning Outcomes

Mathematics , Science and sufficient knowledge in electrical engineering issues; theoretical and practical knowledge in the field of Electrical and Electronics Engineering the ability to apply for modeling and problem solving.
Ability to identify, define, formulate and solve complex engineering problems; ability to select and implement the appropriate analysis and modeling methods in this respect.
Ability to work effectively in interdisciplinary and multidisciplinary teams; ability to work individually .
Act according to ethical , professional and ethical responsibility about the standards used in electrical and electronic engineering applications
The ability to design to meet specific needs;complex system , process, device or product under realistic constraints and conditions , the ability to apply modern design methods for this purpose .
Awareness of the necessity of lifelong learning ; Access to knowledge, science and developments in technology and continuous self -improvement.
Awareness of universal and social dimensions of health electrical engineering applications , contemporary issues and their impact on the environment and safety ; awareness of the legal consequences of engineering solutions .
Ability to communicate effectively in Turkish, both oral and written, with at least one foreign language knowledge, ability to write effective reports and understand written reports, prepare design and production reports, make effective presentations, giving clear and concise instructions and receiving skills.
Information on project management and practices in business life such as risk management and change management; awareness about entrepreneurship, innovation and sustainable development.
Analyzing and solving using modern techniques and tools for complex problems encountered in the electrical and electronics application development , selection and use of skills , skills to use ICT effectively
Designing experiments for the study of electrical engineering problems , conduct experiments, collect data , analyze and interpret the results .
Awareness about occupational health and safety
Development and scientific publications of conciousness can be followed in the electrical and electronics engineering. Developed will be able to access the resources that it can meet the education requirements for the new system awareness.

Weekly Course Subjects

1	Introduction to intelligent control systems: Differences between control systems and intelligent control systems.
2	Intelligent control systems: Decision makers.
3	Methods for statistical modeling.
4	Parameter estimation in statistical modeling.
5	Applications of statistical modeling.
6	Modeling with nonparametric methods.
7	Applications of non-parametric modeling.
8	Neural Networks
9	Neural Networks
10	Applications of Neural Networks.
11	Fuzzy logic
12	Fuzzy logic
13	Applications of Fuzzy Logic.
14	Physical programming for intelligent control systems

Resources

1-Adrian A. Hopgood, Inteligent Systems for Engineers and Scientists, CRC Press, 2001.

2-Panos J. Antsaklis,Kelvin M. Passino (Eds),An Introduction to Inteligent and Autonomous Control, Kluwer Acadamic Publisher, 1993.

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Lesson Information

Purpose and Content

Learning Outcomes

Weekly Course Subjects

Resources

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