Research Article
Directed Hypergraph-based Models for the Fault Monitoring of Chemical Reaction Kinetics
|
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 166 - Issue 12 |
| Published: May 2017 |
| Authors: H. Ajemni, R. El Harabi, M. N. Abdelkrim |
10.5120/ijca2017914040
|
H. Ajemni, R. El Harabi, M. N. Abdelkrim . Directed Hypergraph-based Models for the Fault Monitoring of Chemical Reaction Kinetics. International Journal of Computer Applications. 166, 12 (May 2017), 1-8. DOI=10.5120/ijca2017914040
@article{ 10.5120/ijca2017914040,
author = { H. Ajemni,R. El Harabi,M. N. Abdelkrim },
title = { Directed Hypergraph-based Models for the Fault Monitoring of Chemical Reaction Kinetics },
journal = { International Journal of Computer Applications },
year = { 2017 },
volume = { 166 },
number = { 12 },
pages = { 1-8 },
doi = { 10.5120/ijca2017914040 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2017
%A H. Ajemni
%A R. El Harabi
%A M. N. Abdelkrim
%T Directed Hypergraph-based Models for the Fault Monitoring of Chemical Reaction Kinetics%T
%J International Journal of Computer Applications
%V 166
%N 12
%P 1-8
%R 10.5120/ijca2017914040
%I Foundation of Computer Science (FCS), NY, USA
Abstract
The paper deals with the use of directed hypergraph so as to model chemical reaction kinetics. Firstly, the model is directly deduced both from using systematic generation from chemical equation laws, then, based on the Bond Graph-Hypergraph analog given in details. Secondly, the causal and structural properties of a directed hypergraph are involved to design the Fault Detection and Isolation (FDI) algorithm scheme by generating redundancy relations through covering causal hyperpaths. The integrated framework is demonstrated to be effective through a tutorial example of via a reaction with a second order.
References
- Henda Ajemni, Rafika El Harrabi, and Mohamed Naceur Abdelkrim. Modeling of chemical reaction kinetics using hypergraph tools. In Electrical Sciences and Technologies in Maghreb (CISTEM), 2014 International Conference on, pages 1–6. IEEE, 2014.
- Giorgio Ausiello, Roberto Giaccio, Giuseppe F Italiano, and Umberto Nanni. Optimal traversal of directed hypergraphs. 1992.
- Claude Berge and Edward Minieka. Graphs and hypergraphs, volume 7. North-Holland publishing company Amsterdam, 1973.
- G Dauphin-Tanguy. Les bond graphs, hermes science europe ltd., paris, france, 2000. Technical report, ISBN 2-7462-0158- 5.
- M Ederer and ED Gilles. Thermodynamic constraints in kinetic modeling: Thermodynamic- kinetic modeling in comparison to other approaches. Engineering in Life Sciences, 8(5):467–476, 2008.
- Rafika El Harabi. Supervision des processus chimiques `a base de mod`eles Bond Graphs. PhD thesis, Lille 1, 2011.
- Carlos Heny, Daniel Simanca, and Marisol Delgado. Pseudobond graph model and simulation of a continuous stirred tank reactor. Journal of the Franklin Institute, 337(1):21–42, 2000.
- Steffen Klamt, Utz-Uwe Haus, and Fabian Theis. Hypergraphs and cellular networks. PLoS computational biology, 5(5):e1000385, 2009.
- Dan Klein and Christopher D Manning. Parsing and hypergraphs. In New developments in parsing technology, pages 351–372. Springer, 2005.
- B Ould-Bouamama, Rafika El Harabi, Mohamed Naceur Abdelkrim, and MK Ben Gayed. Bond graphs for the diagnosis of chemical processes. Computers & chemical engineering, 36:301–324, 2012.
- Oleg N Temkin, Andrew V Zeigarnik, and DG Bonchev. Chemical reaction networks: a graph-theoretical approach. CRC Press, 1996.
- Andrew V Zeigarnik. On hypercycles and hypercircuits in hypergraphs. Discrete Mathematical Chemistry, 51:377–383, 2000.
Index Terms
Keywords