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hubertus65 committed Sep 18, 2024
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Expand Up @@ -8,6 +8,8 @@ Registration for the Conference workshops is now open through the [Registration

Instructor: David Blum, Lawrence Berkeley National Laboratory

**Time:** October 14th, 10:00 am to 1:00 pm

### Abstract:

This workshop will give an introduction to the modeling of thermo-fluid systems and their control using Modelon Impact and the Modelica Buildings Library. We will be using applications from the Modelica Buildings Library, but the course will be structured to also appeal to modelers from other application domains that are concerned with thermo-fluid systems. After an introductory presentation that discusses the scope of the Modelica Buildings Library, we discuss best practices in setting up thermo-fluid flow models and how to avoid potential problems. In hands-on exercises, participants will build models of simple heating and air conditioning systems, link them to a thermal load, and add feedback control. The models will be built using components from the Modelica Buildings Library. Simulations will be run on Modelon Impact.
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Instructor: Lena Buffoni, Linköping University

**Time:** October 14th, 10:00 am to 1:00 pm

### Abstract:
This tutorial gives an introduction to the Modelica language, the OpenModelica environment, and an overview of modeling and simulation in a number of application areas. Some advanced features of OpenModelica will be presented. A number of hands-on exercises will be done during the tutorial, both graphical modeling using the Modelica standard library and textual modeling. Bring your laptop for exercises.

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Instructors: Hubertus Tummescheit and Lixiang Li, Modelon

**Time:** October 14th, 2:00 pm to 5:00 pm

### Abstract
In this session you will learn more about a deployment approach that allows custom interfaces to be created for parameterization and post-processing. The course will make use of the Modelon Impact REST-API, documented on https://modelon-impact-client.readthedocs.io/en/latest/ , Jupyter notebooks as the app-development environment, and a few utility-routines that will speed up building a web-app. The notebook can be deployed as a web-app through the Voilà framework (https://github.com/voila-dashboards/voila). Participants who know the concepts of Modelica tools should be able to run a simple, self-developed web app on top of Modelon Impact, and understand the possibilities to automate workflows and deploy them as app in Modelon Impact.

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#### Recommended pre-reading:
Tutorials at https://help.modelon.com/latest/

Duration: 3.5 hours
Duration: 3.0 hours

### Suggested Experience and Software Requirements

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Instructor: Behnam Afsharpoya, PhD

**Time:** October 14th, 10:00 am to 1:00 pm

### Abstract

Python is a very well-known coding language with valuable libraries that provide toolboxes for Artificial intelligence and Machine learning methods. Integration of Python with modelica and FMI standard can provide useful toolboxes for physical and numerical analyzes.
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Instructor: Chris Rakaukas, Juliahub and MIT

**Time:** October 14th, 10:00 am to 1:00 pm

### Abstract

Modelica and Remodel are designed to work as declarative acausal modeling systems. ModelingToolkit hits an interesting middle ground in the design space of modeling systems by having declarative semantics which are interacted with imperatively. In this workshop we will explore this idea by demonstrating some of the ergonomic advantages gained by such an approach. Computer generation of model variations for more easily comparing between models, data-driven generation of models via symbolic regression and evolutionary approaches, and non-standard model transformations (moment closure approximations) will be used to showcase how the interactivity of the ModelingToolkit compiler can be used to improve modeling workflows. The disadvantages will also be discussed, in particular the difficulties of certain analyses and GUI integration. Altogether, participants will get a better view of the engineering trade-offs being explored in the modeling and simulation space and leave with a better perspective of alternative modeling workflows.
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