A New Approach to Multiple Fault Diagnosis: A Combination of Diagnostic Matrices, Graphs, Algebraic and Rule-Based Models. The Case of Two-Layer Models
By: Antoni Ligęza and Jan Kościelny
Open Access
|Dec 2008References
- Cordier M.-O., Dague P., Dumas M., Lévy F., Montmain J., Staroswiecki M., Travé-Massuyès L. (2000a). AI and automatic control approaches of model-based diagnosis: Links and underlying hypotheses, Proceedings of the IFAC Symposium SAFEPROCESS, Budapest, Hungary, pp. 274-279.
- Cordier M.-O., Dague P., Dumas M., Lévy F., Montmain J., Staroswiecki M., Travé-Massuyès L. (2000b). A comparative analysis of AI and control theory approaches to model-based diagnosis, Proceedings of 14th European Conference on Artificial Intelligence, Berlin, Germany, pp. 136-140.
- Davis R. and Hamscher W. (1992). Model-based reasoning: Troubleshooting, in W. Hamscher, L. Console and J. de Kleer (Eds.), Readings in Model-Based Diagnosis, Morgan Kaufmann Publishers, San Mateo, CA, pp. 3-24.
- Frank P. (1990). Fault diagnosis in dynamic systems using analitical and knowledge-based redundancy — A survey and some new results, Automatica 26(3): 459-474.
- Frank P. (1996). Analytical and qualitative model-based fault diagnosis — A survey and some new results, European Journal of Control 2(1): 6-28.
- Fuster-Parra P. (1996). A model for causal diagnostic reasoning. Extended inference modes and efficiency problems, Ph.D. thesis, University of Balearic Islands.
- Hamscher W., Console L. and de Kleer J. (Eds.) (1992). Readings in Model-Based Diagnosis, Morgan Kaufmann, San Mateo, CA.
- Korbicz J., Kościelny J., Kowalczuk Z. and Cholewa W. (Eds.) (2004). Fault Diagnosis. Models, Artificial Intelligence, Applications, Springer-Verlag, Berlin.
- Kościelny J. M. (2001). Diagnosis of Automated Industrial Processes, Akademic Publishing House EXIT, Warsaw, (in Polish).
- Kościelny J. M. (2004a). Methodology of process diagnosis, in J. Korbicz, J. Kościelny, Z. Kowalczuk and W. Cholewa Fault Diagnosis. Models, Artificial Intelligence, Applications, Springer-Verlag, Berlin, pp. 57-114.
- Kościelny J. M. (2004b). Models in process diagnosis, in J. Korbicz, J. Kościelny, Z. Kowalczuk and W. Cholewa, Fault Diagnosis. Models, Artificial Intelligence, Applications, Springer-Verlag, Berlin, pp. 29-43.
- Ligęza A. (2004). Selected methods of knowledge engineering in system diagnosis, in J. Korbicz, J. Kościelny, Z. Kowalczuk and W. Cholewa Fault Diagnosis. Models, Artificial Intelligence, Applications, Springer-Verlag, Berlin, pp. 633-668.
- Ligęza A. and Fuster-Parra P. (1997). And/or/not causal graphs — A model for diagnostic reasoning, International Journal of Applied Mathematics and Computer Science 7(1): 185-203.
- Ligęza A. and Kościelny J. M. (2007a). Diagnosis of single and multiple faults. A combination of graph-based and algebraic approach, in R. Tadeusiewicz, A. Ligęza and M. Szymkat (Eds.), Computer Methods and Systems, Vol. CMS'2007, AGH University of Science and Technology, ONT, Cracow, pp. 123-128.
- Ligęza A. and Kościelny J. M. (2007b). Diagnosis of single and multiple faults. An analysis of algebraic approach based on diagnostic matrix and rule-based interpretations, in R. Tadeusiewicz, A. Ligęza and M. Szymkat (Eds.), Computer Methods and Systems, Vol. CMS'2007, AGH University of Science and Technology, ONT, Cracow, pp. 117-122.
- Ligęza A. and Kościelny J. M. (2007c). A new approach to multiple fault diagnosis. Combination of diagnostic matrices, graphs, algebraic and rule-based models. The case of two-layer models, in J. Korbicz, K. Patan and M. Kowal (Eds.), Fault Diagnosis and Fault Tolerant Control, Academic Publishing House EXIT, Warsaw, pp. 219-230.
- Reggia J. A., Nau D. S. and Wang P. Y. (1983). Diagnostic expert system based on a set covering model, International Journal on Man-Machine Studies 19(5): 437-460.
- Reggia J. A., Nau D. S. and Wang P. Y. (1985). A formal model of diagnostic inference. Problem formulation and decomposition, Information Sciences 37(1-3): 227-256.
- Reiter R. (1987). A theory of diagnosis from first principles, Artificial Intelligence 32(1): 57-95.
- Tzafestas S. (1989a). System fault diagnosis using the knowledge-based methodology, in Tzafestas S. (Ed.) Knowledge-Based System Diagnosis, Supervision and Control, Plenum Press, New York, NY/London, pp. 509-595.
- Tzafestas S. (Ed.) (1989b). Knowledge-Based System Diagnosis, Supervision and Control, Plenum Press, New York, NY/London.
Language: English
Page range: 465 - 476
Published on: Dec 30, 2008
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Related subjects:
© 2008 Antoni Ligęza, Jan Kościelny, published by University of Zielona Góra
This work is licensed under the Creative Commons License.