A Comparative study of Graphical tools for the Fault Monitoring using HBG and DBH Formalisms
Authors
Dhaou Garai, Rafika El Harabi, Faouzi Bacha
Abstract
In the present paper, an alternative causal graph based fault detection scheme is designed. The quantitative reasoning is based on the hamiltonian bond graph (HBG), as a graphical model combining the bond graph (BG) and the port hamiltonian (PH) formalisms for characterizing power interactions between submodels, is involved herein in modeling and fault detection of systems. The qualitative reasoning, we capture the qualitative effects of faults on the measurements using the directed behavioral hypergraph (DBH) derived automatically from (HBG) model. And then we compare and discuss the approche qualitative and quantitative, to demonstrate their diagnostic ability for the physical system.
Citation
- Journal: 2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)
- Year: 2021
- Volume:
- Issue:
- Pages: 124–130
- Publisher: IEEE
- DOI: 10.1109/ssd52085.2021.9429309
BibTeX
@inproceedings{Garai_2021,
title={{A Comparative study of Graphical tools for the Fault Monitoring using HBG and DBH Formalisms}},
DOI={10.1109/ssd52085.2021.9429309},
booktitle={{2021 18th International Multi-Conference on Systems, Signals & Devices (SSD)}},
publisher={IEEE},
author={Garai, Dhaou and El Harabi, Rafika and Bacha, Faouzi},
year={2021},
pages={124--130}
}
References
- Atitallah, M., El Harabi, R. & Abdelkrim, M. N. A comparative study of energetic model-based fault detection using HBG and COG formalisms. International Transactions on Electrical Energy Systems vol. 27 e2363 (2017) – 10.1002/etep.2363
- Ajemni, H., El Harrabi, R. & Abdelkrim, M. N. Modeling of chemical reaction kinetics using Hypergraph tools. 2014 International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM) 1–6 (2014) doi:10.1109/cistem.2014.7076942 – 10.1109/cistem.2014.7076942
- Ajemni, H., El, R. & N., M. Directed Hypergraph-based Models for the Fault Monitoring of Chemical Reaction Kinetics. International Journal of Computer Applications vol. 166 1–8 (2017) – 10.5120/ijca2017914040
- Khalil, W., Merzouki, R., Ould-Bouamama, B. & Haffaf, H. Hypergraph Models for System of Systems Supervision Design. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans vol. 42 1005–1012 (2012) – 10.1109/tsmca.2012.2183350
- Abdesselam, I., Haffaf, H. & Bouamama, B. O. Bond-graphs and hyper-graphs in system of systems modelling. International Journal of System of Systems Engineering vol. 7 313 (2016) – 10.1504/ijsse.2016.080324
- Abdesselam, I. & Haffaf, H. Hypergraph Reconfigurability Analysis. IERI Procedia vol. 6 22–32 (2014) – 10.1016/j.ieri.2014.03.005
- hlie, Systmes Hamiltoniens Ports avec approche par composants pour la simulation passivit garantie de problmes conservatifs et dissipatifs (0)
- falaize, Modlisation, simulation, gnration de code et correction de systmes multi-physiques audios: Approche par rseau de composants et formulation Hamiltonienne Ports. Thse de Doctorat (2016)
- hlie, Systmes Hamiltoniens Ports avec approche par composants pour la simulation passivit garantie de problmes conservatifs et dissipatifs (0)
- El Harabi, R., Smaili, R. & Abdelkrim, M. N. Fault Diagnosis Algorithms by Combining Structural Graphs and PCA Approaches for Chemical Processes. Studies in Computational Intelligence 393–416 (2014) doi:10.1007/978-3-319-13132-0_15 – 10.1007/978-3-319-13132-0_15
- Djeziri, M. A., Ould Bouamama, B. & Merzouki, R. Modelling and robust FDI of steam generator using uncertain bond graph model. Journal of Process Control vol. 19 149–162 (2009) – 10.1016/j.jprocont.2007.12.009
- Ortega, R., van der Schaft, A., Maschke, B. & Escobar, G. Interconnection and damping assignment passivity-based control of port-controlled Hamiltonian systems. Automatica vol. 38 585–596 (2002) – 10.1016/s0005-1098(01)00278-3
- Jeltsema, D. & Doria-Cerezo, A. Port-Hamiltonian Formulation of Systems With Memory. Proceedings of the IEEE vol. 100 1928–1937 (2012) – 10.1109/jproc.2011.2164169
- ajemni, Directed Hypergraph model-based FDI of chemical reaction (0)
- van der Schaft, A. & Jeltsema, D. Port-Hamiltonian Systems Theory: An Introductory Overview. Foundations and Trends® in Systems and Control vol. 1 173–378 (2014) – 10.1561/2600000002
- Ould Bouamama, B., Medjaher, K., Bayart, M., Samantaray, A. K. & Conrard, B. Fault detection and isolation of smart actuators using bond graphs and external models. Control Engineering Practice vol. 13 159–175 (2005) – 10.1016/j.conengprac.2004.03.003
- blanke, Diagnosis and Fault-Tolerant Control (2006)
- Atitallah, M., El Harabi, R. & Abdelkrim, M. N. A comparative study of energetic model-based fault detection using HBG and COG formalisms. International Transactions on Electrical Energy Systems vol. 27 e2363 (2017) – 10.1002/etep.2363