Industrial Automation Systems Courses

INI Seminar Room 2

Beyond-Nearest-Neighbour Metamaterials in Acoustic and Elastic Systems

Explore advanced metamaterial design through beyond-nearest-neighbor coupling in acoustic and elastic systems, featuring experimental studies and practical demonstrations using innovative waveguide techniques.

• YouTube
• 57 minutes
• On-Demand
• Free Video

INI Seminar Room 2

Data-based Reductions and Closure Models for Dynamical Systems

Explore data-driven techniques for reducing complex dynamical systems, focusing on closure models and statistical foundations that bridge theoretical frameworks with practical engineering applications.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

INI Seminar Room 2

Machine Learning for the Dynamical Systems Approach to Turbulence

Explore machine learning applications in turbulence analysis through dynamical systems, examining innovative approaches to understand complex fluid behaviors and engineering challenges.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

INI Seminar Room 2

Multistatic SAR Imaging and Coherence - Introduction to Ground-Based Radar Systems

Explore multistatic SAR imaging principles and coherence applications, with focus on ground-based laboratory research supporting the Dstl Oberon satellite constellation program.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video

INI Seminar Room 2

Residual Dynamic Mode Decomposition: Robust and Verified Koopmanism for Nonlinear Dynamical Systems

Discover advanced techniques in Dynamic Mode Decomposition through ResDMD methodology, focusing on robust analysis of turbulent flows and nonlinear dynamical systems with verified computational approaches.

• YouTube
• 59 minutes
• On-Demand
• Free Video

INI Seminar Room 2

Impacts from Wind, Solar and Storage on Power Systems

Explore the impacts of renewable energy integration and storage systems on modern power grids, focusing on wind and solar technologies and their mathematical foundations.

• YouTube
• 1 hour 27 minutes
• On-Demand
• Free Video

Donato Capitella

Hallucination Detection and Evaluation in RAG Systems - Using RAGAS and Lynx

Explore hallucination detection in RAG systems through RAGAS metrics and Lynx model, learning practical techniques to measure and improve response accuracy and faithfulness in LLM applications.

• YouTube
• 13 minutes
• On-Demand
• Free Video

JuliaHub

Introduction to ModelingToolkit - Hands-On Training for Industrial Applications

Master ModelingToolkit.jl fundamentals through hands-on training, from basic equation solving to complex acausal modeling. Build and connect components for industrial applications like DC motors and mass-spring-damper systems.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

JuliaHub

Acausal Modeling for Nonlinear Control and Analysis - Chemical Reaction Tank Systems

Discover how acausal modeling enables automatic derivation of nonlinear controllers, robustness analysis, and controller tuning through a practical chemical reaction tank system demonstration.

• YouTube
• 49 minutes
• On-Demand
• Free Video

JuliaHub

Scientific Computing and Machine Learning for Industrial Modeling - An Introduction to SciML

Discover how combining scientific computing with machine learning accelerates simulators and enhances industrial modeling through differential equations and data-driven approaches.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

JuliaHub

Robust Model Predictive Control (MPC) for Systems with Parameter Uncertainty

Discover how to design and implement robust Model Predictive Control systems that handle parameter uncertainty effectively, with practical demonstrations using a single integrator system.

• YouTube
• 29 minutes
• On-Demand
• Free Video

JuliaHub

Modern Industrial Modeling Made Easy with JuliaSim and JuliaHub

Discover how to streamline industrial modeling workflows using JuliaSim and JuliaHub, covering data management, version control, parallel computing, and team collaboration tools.

• YouTube
• 52 minutes
• On-Demand
• Free Video

JuliaHub

Trimming, Linearization and Model Predictive Control Design with JuliaSim - Aircraft Control Systems

Master advanced control engineering techniques using JuliaSim to implement Model Predictive Control, from system modeling and trimming to linearization and closed-loop control, achieving ultra-fast optimization speeds.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

JuliaHub

Using Julia for Control Systems

Discover how to implement control systems using Julia's powerful tools and libraries, featuring practical demonstrations and hands-on examples for scientific computing applications.

• YouTube
• 31 minutes
• On-Demand
• Free Video

JuliaHub

The Benefits and Costs of Feedback Control Systems - Lecture 10

Explore the trade-offs of feedback control systems, from uncertainty suppression and disturbance rejection to the challenges of measurement noise and modeling errors in practical applications.

• YouTube
• 22 minutes
• On-Demand
• Free Video