Teaching Intelligent Control Systems with MATLAB and Simulink скачать в хорошем качестве

Teaching Intelligent Control Systems with MATLAB and Simulink

Intelligent control systems, integrating both classical and contemporary methodologies, are pivotal in managing complex systems that exceed the capabilities of traditional control mechanisms. Utilizing adaptive and learning capabilities —often by employing artificial intelligence algorithms—these systems address intricate challenges effectively. Presented by Claudia Fernanda Yasar, assistant professor at Yildiz Technical University, Istanbul, this talk highlights an innovative engineering course designed to embed intelligent control principles within the curriculum, utilizing state-of-the-art MATLAB® and Simulink® tools. The course employs MATLAB live scripts for interactive learning, Simulink for dynamic modeling and simulation, MATLAB onramps for self-paced online training, and MATLAB Grader™ for auto-grading student work. Additionally, it utilizes interoperability between MATLAB and Python® and includes low-cost hardware experiments enabling students to apply theoretical knowledge to real-life projects. The positive outcomes and student feedback underscore the effectiveness of this educational approach in equipping future engineers with the necessary skills and knowledge. Chapters: 00:00 Introduction and Lab Tour 04:56 Understanding Intelligent Control Systems: Fixed-Wing Aircraft and Climbing Robotics Examples 08:33 Interactive Learning with MATLAB Live Scripts 11:10 Assigning MATLAB and Simulink Onramps to Students 12:01 Using MATLAB Grader for Assignments and Automated Assessment 14:04 Student Project Ideas Using MATLAB and Simulink Challenge Projects 15:00 Intelligent Control Systems Curriculum: Dynamic System Modeling, Data-Driven Modeling, Model- and Data-Driven Control 17:33 Examples of Computational Thinking Tools – Virtual Hardware and Labs for Control 24:11 Deep Dive on Data-Driven Modeling 28:07 The Use of Python and MATLAB 32:46 Student Feedback and Project Success 35:52 Conference Presentations and Journal Publications 37:26 Conclusions and Highlights -------------------------------------------------------------------------------------------------------- Get a free product trial: https://goo.gl/ZHFb5u Learn more about MATLAB: https://goo.gl/8QV7ZZ Learn more about Simulink: https://goo.gl/nqnbLe See what's new in MATLAB and Simulink: https://goo.gl/pgGtod © 2025 The MathWorks, Inc. MATLAB and Simulink are registered trademarks of The MathWorks, Inc. See www.mathworks.com/trademarks for a list of additional trademarks. Other product or brand names may be trademarks or registered trademarks of their respective holders.