Vol. 33 No. 18 (2024): Proceedings of the 18th MODPROD Workshop 2024. February 6-7 Linköping University

DOI: https://doi.org/10.3384/wcc33

Published: 2024-04-29

Tutorial 1 2024

Introduction to Object Oriented Modeling, Simulation, Debugging and Dynamic Optimization with Modelica using OpenModelica

Peter Fritzson
- Tutorial Files (zip)

Tutorial 3 2024

Scientific Machine Learning

Chris Rackauckas
- Tutorial Presentation PDF

Session 1 2024

Welcome by the MODPROD Vice Director

Peter Fritzson
- Presentation PDF
Connecting Scientific Machine Learning with Acausal Modeling

Chris Rackauckas, Yingbo Ma
- Presentation PDF

Session 2a 2024: AI for Model-Based Engineering

Presentation of the ITEA4 DEFAINE project

Christopher Jouanett
- Presentation PDF

Session 2b 2024: Standards & Languages for Model-Based Engineering

Using the Functional Mock-up Interface (FMI) for AI applications

Christian Bertsch, Fabian Jarmolowitz, Oliver Lenord
- Presentation PDF
How data assimilation can help in the initialization of Modelica models?

Luis Corona Mesa-Moles, Audrey Jardin, Jean-Philippe Argaud
- Presentation PDF
OpenSCALING - A European effort to scale-up model-based systems engineering to the needs of carbon neutral transformation

Oliver Lenord
- Presentation PDF

Session 3 2024

Presentation of Research at PELAB

Kristian Sandahl
- Presentation PDF
Presentation of Research at Santa Anna IT Research Institute

Peter Fritzson, Niklas Fock
- Presentation PDF
Presentation of Research at WASP

Peter Fritzson
- Presentation PDF

Session 4 2024

AI Engineering: A Research Agenda

Jan Bosch
- Presentation PDF

Session 5a 2024: Model-Based Applications

Design and dispatch of decentralized energy systems using artificial neural networks

Lukas Koenemann, Astrid Bensmann, Richard Hanke-Rauschenbach
- Presentation PDF
Model-based Analysis of Hydraulic Infinite Linear Actuators for Aerospace Applications

Robert Braun, Magnus Landberg, Magnus Sethson
- Presentation PDF
Forestry from above - Vision or reality?

Andreas Gising, Mikael Hult
- Presentation PDF

Session 5b 2024: AI for Model-Based Engineering

Model training for aircraft requirement predictions"

Jorge Lovaco
- Presentation PDF
Integrating ML and AI in Model-Based Systems Engineering for Trusted Autonomy

John Baras, Sandeep Damera, Praveen Kumar, Clinton Enwerem, Daniel Hunter, Erfaun Noorani
- Presentation PDF

Session 6a 2024: Modelling & Simulation

An Open Source Modeling and Simulation Platform for Fuel Cell Electric Vehicles used in an International Benchmark Competition

Lars Eriksson
- Presentation PDF
Enabling the Compilation of Individual Components for Systems of Linear Implicit Equilibrium Dynamics

Dirk Zimmer
- Presentation PDF
Nonlinear Loop Replacement Applied to Realtime Capable Jet Pump Model

Oliver Lenord, Andreas Heuermann, Alexander Fischer
- Presentation PDF

Session 6b 2024: Model-based Engineering

Excuse me Sir/Madam, which Model?

Erik Herzog, Johanna Axehill, Robert Hällqvist
- Presentation PDF