A particle filter-based framework for real-time state estimation of a non-linear hyperbolic PDE system describing transient flows in \(\mathrm{CO}_2\) pipelines

DOI10.1016/j.camwa.2014.09.020zbMath1369.65112OpenAlexW2073269464MaRDI QIDQ2400709

F. E. Uilhoorn

Publication date: 30 August 2017

Published in: Computers \& Mathematics with Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.camwa.2014.09.020

zbMATH Keywords

particle filterSIRMOLPDE system\(\mathrm{CO}_2\) flowASIR

Mathematics Subject Classification ID

Gas dynamics (general theory) (76N15) First-order nonlinear hyperbolic equations (35L60) Hyperbolic conservation laws (35L65) Initial-boundary value problems for first-order hyperbolic systems (35L50) Method of lines for initial value and initial-boundary value problems involving PDEs (65M20)

Uses Software

• Refprop

Cites Work

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• Stochastic models, estimation, and control. Vol. 1
• Sequential Monte Carlo Methods in Practice
• A new method for the nonlinear transformation of means and covariances in filters and estimators
• Filtering via Simulation: Auxiliary Particle Filters

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