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Introduction to Control Analysis and Design in Julia

JuliaHub via YouTube

Overview

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Learn to use Julia for elementary design and analysis of linear control systems through this comprehensive mini course spanning 3 hours and 15 minutes. Master the software tools typically required for an introductory course in control systems, including state-space models, transfer function models, frequency-domain methods, and time-domain simulation. Begin by creating system models and progress through frequency-domain analysis and time domain simulations. Develop skills in control-system analysis and explore PID-controller design alongside lead/lag design techniques. Advance to pole placement design methods and delve into LQR and LQG design approaches. Examine H-infinity control design principles and understand time-delay systems. Conclude by analyzing the benefits and costs of feedback in control systems, gaining practical experience with Julia's control systems capabilities throughout the learning journey.

Syllabus

Introduction to Control Analysis and Design in Julia: 1. How to Create System Models
Introduction to Control Analysis and Design in Julia: 2. Frequency-domain Analysis
Introduction to Control Analysis and Design in Julia: 3. Time Domain Simulations
Introduction to Control Analysis and Design in Julia: 4. Control-system Analysis
Introduction to Control Analysis and Design in Julia: 5. PID-controller Design and Lead/lag Design
Introduction to Control Analysis and Design in Julia: 6. Pole Placement Design
Introduction to Control Analysis and Design in Julia: 7. LQR and LQG design
Introduction to Control Analysis and Design in Julia: 8. H-infinity Control Design
Introduction to Control Analysis and Design in Julia: 9. Time-delay Systems
Introduction to Control Analysis and Design in Julia: 10. The benefit and Cost of Feedback

Taught by

JuliaHub

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