BibTeX
@CONFERENCE{
Elsheikh2019DPS,
author = "Atiyah Elsheikh",
title = "Dynamic Parameter Sensitivities: Summary of Computation Methods for Continuous-time
{M}odelica Models",
booktitle = "Modelica'2019: The 13th International Modelica Conference",
year = "2019",
address = "Regensburg, Germany",
month = "Mar.",
abstract = "Applications of Sensitivity Analysis (SA) encouraged several Modelica platforms to
independently provide facilities for externally computing Dynamic Parameter Sensitivities (DPS). FMI
specifies an optional function call for evaluating directional derivatives. On the other hand,
mathematical foundation for uniform representation of DPS at the Modelica language level has been
established. This has resulted in a platform-independent approach demonstrated through example
libraries. The paper neutrally hints that already conducted efforts may converge to the integration
of language facilities for DPS without neglecting to mention many mathematical difficulties.
Surprisingly, many of what could be thought to be algorithmic obstacles have intuitive solutions
along a minimalist implementation approach.",
ad_area = "Differential-Algebraic Equation",
ad_tools = "ADModelica",
ad_theotech = "Equation-based AD"
}
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