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Heat Equation
Background
Benchmark ID

heatEquation_n200m1q1

Category

slicot

System-Class

LTI-FOS

Parameters
nstates
200
ninputs

1

noutputs

1

nparameters

0

components

A, B, C, E

Copyright
License

NA

Creator

Christian Himpe

Editor
Location

NA


Description: Discretization of the Heat Equation

This benchmark represents a discretized one-dimensional heat equation model. More details can be found in [1].

For a large-scale heat equation example see the steel profile benchmark.

Origin

This benchmark is part of the SLICOT Benchmark Examples for Model Reduction [2].


Data

The system matrices A, B, C, E are available from the SLICOT benchmarks page: heat-disc.zip and are stored as MATLAB .mat file.


Dimensions

System structure:


\begin{array}{rcl}
E\dot{x}(t) &=& Ax(t) + Bu(t) \\
y(t) &=& Cx(t)
\end{array}

System dimensions:

A \in \mathbb{R}^{200 \times 200}, B \in \mathbb{R}^{200 \times 1}, C \in \mathbb{R}^{1 \times 200}, E \in \mathbb{R}^{200 \times 200}.


Citation

To cite this benchmark, use the following references:

  • For the benchmark itself and its data:
Niconet e.V., SLICOT - Subroutine Library in Systems and Control Theory, http://www.slicot.org
@MANUAL{slicot_heat,
 title =        {{SLICOT} - Subroutine Library in Systems and Control Theory},
 organization = {Niconet e.V.}
 address =      {\url{http://www.slicot.org}},
 key =          {SLICOT}
}
  • For the background on the benchmark:
@TECHREPORT{morChaV92,
 author =       {Y. Chahlaoui, P. Van Dooren},
 title =        {A collection of Benchmark examples for model reduction of linear time invariant dynamical systems},
 institution =  {SLICOT Working Note},
 number =       {2002-2},
 year =         {2002},
 url =          {http://eprints.maths.manchester.ac.uk/1040/1/ChahlaouiV02a.pdf}
}


References

  1. Y. Chahlaoui, P. Van Dooren, A collection of Benchmark examples for model reduction of linear time invariant dynamical systems, Working Note 2002-2: 2002.
  2. Y. Chahlaoui, P. Van Dooren, Benchmark Examples for Model Reduction of Linear Time-Invariant Dynamical Systems, Dimension Reduction of Large-Scale Systems, Lecture Notes in Computational Science and Engineering, vol 45: 379--392, 2005.