Understanding and Improving Model Performance at Small Mass Flow Rates in Fluid System Models

Authors

  • Robert Flesch
  • Annika Kuhlmann
  • Johannes Brunnemann
  • Eiden Jörg

DOI:

https://doi.org/10.3384/ecp204189

Keywords:

zero mass flow issue, fluid dynamics, ODE integration, non-linear modeling

Abstract

This paper provides a detailed analysis of the reasons behind the poor simulation performance observed when mass flow rates become very small, commonly referred to as zero mass flow issues. By using simple example models, we effectively demonstrate the underlying causes of these simulation performance issues. We highlight various contributing factors that play a significant role in exacerbating the problem. Furthermore, we propose and examine countermeasures to mitigate these challenges. These countermeasures include modifications to the model itself, utilization of available settings in simulation tools, and adjustments to the solver. By implementing and evaluating these countermeasures, we illustrate their impact on improving simulation performance in scenarios involving low mass flow rates.

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Published

2023-12-22