Prototype for model-based on-board diagnosis of automotive systems

AI Communications

Volumn 13, Issue 2, 2000, Pages 83-97

  Sachenbacher, Martin ^a   Strass, Peter ^b   Carlén, Claes M ^c  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

^b OCC'M Software GmbH   (Germany)

^c VOLVO CAR CORPORATION   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMOBILE ENGINE MANUFACTURE; DECISION THEORY; DIESEL ENGINES; PARTICULATE EMISSIONS; PROGRAM DIAGNOSTICS; SOFTWARE PROTOTYPING;

VEHICLE MODEL-BASED DIAGNOSIS (VMBD);

ARTIFICIAL INTELLIGENCE;

EID: 0033676649     PISSN: 09217126     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (23)

1. S. Addanki, R. Cremonini and J.S. Penberthy, Graphs of models. Artificial Intelligence 51(1-3) (1991), 145-177.
2. P. Bidian, M. Tatar, F. Cascio, D. Theseider-Dupré, M. Sachenbacher, R. Weber and C. Carlén, Powertrain diagnostics: A model-based approach, in: Proceedings of ERA Technology Vehicle Electronic Systems Conference '99, Coventry, UK, 1999.
3. Robert Bosch GmbH, ed., Automotive Handbook, 4th edn, Society of Automotive Engineers, Warrendale, PA, 1997.
4. F. Cascio, L. Console, M. Guagliumi, M. Osella, A. Panati, S. Sottano and D. Theseider-Dupré, Generating on-board diagnostics of dynamic automotive systems based on qualitative deviations, AI Communications 12(1) (1999), 33-44.
5. L. Console, W. Hamscher and J. deKleer, eds, Readings in Model-based Diagnosis, Morgan Kaufmann Publishers, San Mateo, CA, 1992.
6. O. Dressler, On-line diagnosis and monitoring of dynamic systems based on qualitative models and dependency-based diagnosis engines, in: Proceedings of the European Conference on Artificial Intelligence (ECAI-96), W. Wahlster, ed., John Wiley & Sons, 1996, pp. 461-465.
7. O. Dressler and P. Struss, The consistency-based approach to automated diagnosis of devices, in: Principles of Knowledge Representation, G. Brewka, ed., CSLI Publications, Stanford, 1996, pp. 267-311.
8. B. Falkenhainer and K.D. Forbus, Compositional modeling: finding the right model for the job, Artificial Intelligence 51(1-3) (1991), 95-143.
9. Intel Connected Car PC Technology Website, see http://intel. com/technology/carpc/index.htm.
10. A. Malik and P. Struss, diagnosis of dynamic systems does not necessarily require simulation, in: Workshop Notes of the 10th International Workshop on Qualitative Reasoning (QR-96), AAAI Press, 1996.
11. California's OBD-II regulation, section 1968.1, title 13, California code of regulation, Resolution 93-40, 1993.
12. OCC'M RAZ'R Version 1.6, OCC'M Software GmbH, see http://www.occm.de/.
13. M. Sachenbacher and P. Struss, Fault isolation in the hydraulic circuit of an ABS: a real-world reference problem for diagnosis, in: Working Papers of the 8th International Workshop on Principles of Diagnosis, Mont-Saint-Michel, France, 1997.
14. M. Sachenbacher, A. Malik and P. Struss, From electrics to emissions: experiences in applying model-based diagnosis to real problems in cars, in: Working Papers of the 9th International Workshop on Principles of Diagnosis (DX-98), Cape Cod, USA, 1998, pp. 246-253.
15. P. Struss, What's in SD? Towards a theory of modeling for diagnosis, in: Readings in Model-based Diagnosis, Hamscher et al., eds, Morgan Kaufmann Publishers, 1992, pp. 419-450.
16. P. Struss, Fundamentals of model-based diagnosis of dynamic systems, in: International Joint Conference on Artificial Intelligence (IJCAI-97), Nagoya, Japan, 1997, pp. 480-485.
17. P. Struss and O. Dressler, Physical negation: integrating fault models into the general diagnostic engine, in: Proceedings of International Joint Conference on Artificial Intelligence (IJCAI-89), Detroit, USA, 1989, pp. 1318-1323.
18. P. Struss and M. Sachenbacher, Significant distinctions only: context-dependent automated qualitative modeling, in: Working Papers of the 13th International Workshop on Qualitative Reasoning (QR-99), Loch Awe, Scotland, 1999.
19. M. Sachenbacher and P. Struss, Automated qualitative model abstraction - theoretical foundations and practical results, to appear in: Working Papers of the 14th International Workshop on Qualitative Reasoning (QR-00), Morelia, Mexico, 2000.
20. P. Struss, A. Malik and M. Sachenbacher, Qualitative modeling is the key to automated diagnosis, in: Proceedings of 13th World Congress of IFAC, San Francisco, CA, USA, Pergamon, 1996.
21. P. Struss, M. Sachenbacher and F. Dummert, Diagnosing a dynamic system with (almost) no observations, in: Workshop Notes of the 11th International Workshop on Qualitative Reasoning (QR-97), Cortona, Italy, 1997, pp. 193-201.
22. D. Theseider Dupré and A. Panati, State-based vs. simulation-based diagnosis of dynamic systems, in: Workshop Notes of the 9th International Workshop on Principles of Diagnosis (DX-98), Cape Cod, USA, 1998.
23. D. Weld and J. de Kleer, eds, Readings in Qualitative Reasoning about Physical Systems, Morgan Kaufmann Publishers, San Mateo, CA, 1990.