JuliaSim Courses and Certifications

JuliaHub

Revolutionizing Battery Quality - Strategies for Battery Defect Mitigation Using JuliaSim

Discover how manufacturing defects impact battery performance and learn strategies for quality control using JuliaSim Batteries GUI, focusing on defect identification and batch classification optimization.

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

JuliaHub

PID Autotuning and Controls in JuliaSim

Master PID controller autotuning in JuliaSim, from system modeling and stability analysis to optimizing control performance while maintaining robustness and minimizing noise amplification.

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

JuliaHub

Design and Deployment of Embedded Control Systems with JuliaSim

Discover a seamless workflow for control systems engineers to convert, validate, and deploy controllers from simulation to embedded hardware using JuliaSim and JuliaC.

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

JuliaHub

Automatic Tuning of PID Controllers using JuliaSim

Discover how to develop acausal models of suspension systems and automatically tune PID controllers using JuliaSim's cloud platform, combining graphical modeling with in-depth coding capabilities.

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

JuliaHub

Generating FMUs from JuliaSim Models

Discover how to import and export Functional Mockup Units (FMUs) with JuliaSim, enabling cross-toolchain workflows and seamless integration of models across different simulation environments.

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

The Julia Programming Language

JuliaSim: Machine Learning Accelerated Modeling and Simulation

Explore JuliaSim: Accelerate modeling and simulation with machine learning. Learn about fast differential equation solvers, neural network integration, and surrogate models for enhanced computational efficiency.

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

The Julia Programming Language

JuliaSim - Bringing Julia to Industrial Modeling and Simulation

Explore JuliaSim's advanced modeling capabilities for industrial applications, featuring insights from Boeing on model-based design and digital engineering in aerospace product development.

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

JuliaHub

Modeling and Simulation with JuliaSim

Discover how JuliaSim accelerates physical product development through advanced modeling, optimization, and simulation capabilities, featuring ModelingToolkit.jl and innovative solver improvements.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

JuliaHub

Model Predictive Control and Proportional-Integral-Derivative Control in JuliaSim

Explore advanced control design techniques for MIMO systems, from PID controller autotuning to nonlinear Model Predictive Control using JuliaSim's efficient simulation platform.

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

JuliaHub

Building Digital Twins with JuliaSim - Scientific Machine Learning and Simulation

Discover how Scientific Machine Learning and equation-based modeling combine in JuliaSim to create powerful digital twins for next-generation simulation and modeling applications.

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

JuliaHub

System Identification for Model-Predictive Control Using JuliaSim

Discover how to estimate linear state-space models from experimental data and design MPC controllers using JuliaSim's system identification capabilities for enhanced control system development.

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

JuliaHub

Modeling and Execution of Discrete-Time Controllers and State Machines in JuliaSim

Master discrete-time system modeling and state machine implementation using JuliaSim's ModelingToolkit and StateMachines.jl for efficient hybrid system simulations and control engineering applications.

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

JuliaHub

Ingesting and Deploying Functional Mockup Units in JuliaSim

Discover how to work with Functional Mockup Units (FMUs) in JuliaSim - from simulating and generating models to creating surrogate models using the FMI standard for dynamic simulations.

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

JuliaHub

Calibrating Models to Difficult and Noisy Data with JuliaSim Model Optimizer

Master model calibration techniques for handling noisy data using JuliaSim's optimization tools, from inverse problem specification to algorithm selection and implementation.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

JuliaHub

Modeling Battery Lifespan with JuliaSim - Lithium-ion Battery Simulation and Performance Analysis

Discover advanced lithium-ion battery simulation techniques using JuliaSim to predict performance, analyze thermal behavior, and optimize battery systems through electrochemical and degradation physics modeling.

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