| Electrical and Electronics Engineering | |||||
| Bachelor | Length of the Programme: 4 | Number of Credits: 240 | TR-NQF-HE: Level 6 | QF-EHEA: First Cycle | EQF: Level 6 |
| School/Faculty/Institute | Faculty of Engineering | ||||
| Course Code | EE 461 | ||||
| Course Title in English | Introduction to Nonlinear Dynamics and Nonlinear Control | ||||
| Course Title in Turkish | Nonlineer Dinamik ve Nonlineer Kontrole Giriş | ||||
| Language of Instruction | EN | ||||
| Type of Course | Flipped Classroom | ||||
| Level of Course | Introductory | ||||
| Semester | Spring | ||||
| Contact Hours per Week |
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| Estimated Student Workload | 149 hours per semester | ||||
| Number of Credits | 6 ECTS | ||||
| Grading Mode | Standard Letter Grade | ||||
| Pre-requisites |
MATH 213 - Differential Equations MATH 211 - Linear Algebra |
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| Co-requisites | None | ||||
| Expected Prior Knowledge | Prior knowledge in linear algebra, as well as in differential and integral calculus is expected. | ||||
| Registration Restrictions | Only Undergraduate Students | ||||
| Overall Educational Objective | To learn how to analyze nonlinear dynamic systems and the basic principles of controlling them | ||||
| Course Description | This course provides an understanding of the basic notions and methods used in the modelling, analysis and control of nonlinear dynamic systems. While the main focus is on continuous-time systems, the discrete-time counterparts of the methods are also introduced. The following topics are covered and explained via illustrative examples from physics, biology, ecology, population dynamics etc.: Standard representation of continuous and discrete-time dynamic systems, equilibrium points and periodic orbits, Poincaré’s geometric approach, concepts of stability, Lyapunov theorems, stability of periodic orbits and Floquet multipliers, fundamentals of nonlinear control, input-state and input-output linearization, stability of internal dynamics. |
Course Learning Outcomes and CompetencesUpon successful completion of the course, the learner is expected to be able to:1) identify, formulate and solve mathematical models of nonlinear dynamic systems; 2) comprehend the analysis criteria and methods applicable to nonlinear dynamic systems; 3) design controllers for simple nonlinear systems; 4) identify, formulate and solve the control system problems. |
| Program Learning Outcomes/Course Learning Outcomes | 1 | 2 | 3 | 4 |
|---|---|---|---|---|
| 1) An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics | ||||
| 2) An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors | ||||
| 3) An ability to communicate effectively with a range of audiences | ||||
| 4) An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts | ||||
| 5) An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives | ||||
| 6) An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions | ||||
| 7) An ability to acquire and apply new knowledge as needed, using appropriate learning strategies |
| N None | S Supportive | H Highly Related |
| Program Outcomes and Competences | Level | Assessed by | |
| 1) | An ability to identify, formulate, and solve complex engineering problems by applying principles of engineering, science, and mathematics | H | Exam |
| 2) | An ability to apply engineering design to produce solutions that meet specified needs with consideration of public health, safety, and welfare, as well as global, cultural, social, environmental, and economic factors | S | Exam |
| 3) | An ability to communicate effectively with a range of audiences | N | |
| 4) | An ability to recognize ethical and professional responsibilities in engineering situations and make informed judgments, which must consider the impact of engineering solutions in global, economic, environmental, and societal contexts | N | |
| 5) | An ability to function effectively on a team whose members together provide leadership, create a collaborative and inclusive environment, establish goals, plan tasks, and meet objectives | N | |
| 6) | An ability to develop and conduct appropriate experimentation, analyze and interpret data, and use engineering judgment to draw conclusions | N | |
| 7) | An ability to acquire and apply new knowledge as needed, using appropriate learning strategies | N |
| Prepared by and Date | YAĞMUR DENİZHAN , February 2026 |
| Course Coordinator | EGEMEN BİLGİN |
| Semester | Spring |
| Name of Instructor |
| Week | Subject |
| 1) | Introduction to Nonlinear Dynamics |
| 2) | Analytic and Geometric Approaches to 1-D Dynamic Systems: equilibrium behaviours, stability |
| 3) | Analysis of 1-D Dynamics on Linear and Periodic Phase Spaces |
| 4) | Analysis of 2-D Dynamic Systems: Review of Linear Dynamics |
| 5) | Analysis of 2-D Dynamics on Planar Phase Spaces and Lyapunov Theorems |
| 6) | Analysis of 2-D Dynamics on Cylindrical and Toroidal Phase Spaces |
| 7) | Stability of Periodic Orbits and the Method of Poincaré Section |
| 8) | Bifurcations |
| 9) | Higher Order Dynamic Systems and Chaotic Regime |
| 10) | Review |
| 11) | Input-State Linearisation |
| 12) | Input-Output Linearisation |
| 13) | Doğrusal Olmayan Kontrol Yöntemleri Üzerine Öğrenci Sunumları |
| 14) | Student Presentations on Nonlinear Control Methods |
| 15) | Final Exam/Project/Presentation Period |
| 16) | Final Exam/Project/Presentation Period |
| Required/Recommended Readings | 1. Nonlinear Dynamics and Chaos: With Applications To Physics, Biology, Chemistry, And Engineering, Steven H. Strogatz, CRC Press, 2000, ISBN-10: 0738204536 2. Applied Nonlinear Control, Jean-Jacques E. Slotine, Weiping Lee, Pearson Education, 1991, ISBN 10: 0130408905 | ||||||
| Teaching Methods | Contact hours using “Flipped Classroom” as an active learning technique | ||||||
| Homework and Projects | There will be homework, preworks, discussions on the lecture content, and presentations on assigned survey topics. | ||||||
| Laboratory Work | - | ||||||
| Computer Use | - | ||||||
| Other Activities | - | ||||||
| Assessment Methods |
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| Course Administration |
denizhan59yagmur@gmail.com denizhan59yagmur@gmail.com -Rules for attendance: Active participation in in-class discussions and practices contributes to the final grade. Missing a prework, HW, quiz: No make-up will be given. Missing a midterm: Provided that proper documents of excuse are presented, either a make-up exam will be given, or the weight of the missed exam will be included in the final exam. Not attending student presentations: If a student does not attend others’ presentations 3% of the 5% reserved for Flipped Learning Practice will be lost. A reminder of proper classroom behavior, code of student conduct: Law on Higher Education Art. 54. Academic Dishonesty and Plagiarism: Law on Higher Education Art. 54. |
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| Activity | No/Weeks | Hours | Calculation | ||||
| No/Weeks per Semester | Preparing for the Activity | Spent in the Activity Itself | Completing the Activity Requirements | ||||
| Course Hours | 14 | 2 | 3 | 70 | |||
| Application | 4 | 5 | 2 | 28 | |||
| Project | 1 | 15 | 1 | 16 | |||
| Midterm(s) | 1 | 15 | 2 | 17 | |||
| Final Examination | 1 | 15 | 3 | 18 | |||
| Total Workload | 149 | ||||||
| Total Workload/25 | 6.0 | ||||||
| ECTS | 6 | ||||||