Math, Numerical Methods & Data Analytics

Modeling Dynamics with MATLAB

Advanced Techniques in Modeling Dynamics Using MATLAB

Workload: 720 hours Topics: Numerical Simulation and Modeling
Initial Registration โ€” 80 EUR This initial payment is credited toward tuition. Program-specific discounts may apply.
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Program overview

Modeling Dynamics with MATLAB provides a comprehensive exploration of mathematical modeling and numerical simulation techniques. Participants will engage in hands-on projects that emphasize practical applications of MATLAB in dynamic systems analysis. The course is structured to facilitate interactive learning, where attendees will have opportunities to publish their findings in Cademix Magazine, fostering a culture of knowledge sharing and professional development.
Throughout the program, learners will delve into various aspects of dynamic modeling, including system identification, simulation of dynamic systems, and optimization techniques. The curriculum is designed to equip participants with the skills necessary to tackle real-world challenges in engineering and data analytics. By the conclusion of the course, participants will have a robust understanding of MATLAB's capabilities and how to apply these tools effectively in their respective fields.
Introduction to MATLAB environment and programming basics
Fundamentals of dynamic systems and their mathematical representation
Techniques for system identification and parameter estimation
Simulation of linear and nonlinear dynamic systems
Numerical methods for solving differential equations
Stability analysis of dynamic systems
Control system design and analysis using MATLAB
Optimization techniques for model refinement
Case studies in various industries (e.g., automotive, aerospace, robotics)
Final project: Develop and present a comprehensive dynamic model using MATLAB

Learning goal

Equip participants with the ability to model dynamic systems using MATLAB and apply numerical methods to solve complex engineering problems.

Target group

Graduates, job seekers, business professionals, and optionally researchers or consultants.

Prerequisites

Basic understanding of calculus and linear algebra; familiarity with programming concepts is beneficial but not mandatory.

Format and certification

Teaching method: Project-based, interactive learning environment with a focus on practical applications.

Certificate: Certificate of Attendance or Certificate of Expert issued by Cademix Institute of Technology.

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Cademix Institute of Technology e.U.Continuing Education ยท Professional Development ยท Austria