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Structural Observability Analysis of Large Scale Systems Using Modelica and Python

State observability of dynamic systems is a notion which determines how well the states can be inferred from input-output data. For small-scale systems, observability analysis can be done manually, while for large-scale systems an automated systematic approach is advantageous. Here we present an app...

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Principais autores: M. Anushka S. Perera, Bernt Lie, Carlos F. Pfeiffer
Format: Artigo
Sprog:Inglês
Udgivet: Norwegian Society of Automatic Control 2015-01-01
Serier:Modeling, Identification and Control
Fag:
Structural observability
Modelica
large-scale systems
CasADi
Python
graph-theory
JModelica.org
NetworkX
PyGraphviz
Online adgang:http://www.mic-journal.no/PDF/2015/MIC-2015-1-4.pdf
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