Functional device models and model-based diagnosis in adaptive design

Artificial Intelligence for Engineering Design, Analysis and Manufacturing: AIEDAM

Volumn 10, Issue 4, 1996, Pages 355-370

  Goel, Ashok K ^a   Stroulia, Eleni ^b  

^a Georgia Institute of Technology   (United States)

^b Forschungsinstitut fur anwendungsorientierte Wissensverarbeitung   (Germany)

Author keywords

Design; Diagnosis; Functional Representation; Model Based Reasoning; Redesign

Indexed keywords

COMPUTER SIMULATION; DATABASE SYSTEMS; KNOWLEDGE BASED SYSTEMS; MACHINE DESIGN; SYSTEMS ANALYSIS;

ADAPTIVE DESIGN; FUNCTIONAL DEVICE MODEL; FUNCTIONAL REPRESENTATION; MODEL BASED REASONING; REDESIGN;

KNOWLEDGE REPRESENTATION;

EID: 0030247856     PISSN: 08900604     EISSN: None     Source Type: Journal    
DOI: 10.1017/s0890060400001670     Document Type: Article

References (33)

1. Abu-Hanna, A., Benjamins, R., & Jansweijer, W. (1992). Device understanding and modeling for diagnosis. IEEE Expert 6(2), 26-32.
2. Bhatta, S., Goel, A., & Prabhakar, S. (1994). Innovation in analogical design: A model-based approach. Proc, Third Int. Conf. Artif. Intell. Design, pp. 57-74. Kluwer Academic, Boston.
3. Bylander, T, (1991). A theory of consolidation for reasoning about devices. Man-Machine Stud. 35, 467-489.
4. Chandrasekaran, B. (1994). Functional representation and causal processes. In Advances in Computers, (Yovits, M., Ed.), pp. 73-143. Academic Press, New York.
5. Chandrasekaran, B., Goel, A., & Iwasaki, Y. (1995). Functional representation as design rationale. IEEE Computer 48-56.
6. Chittaro, L., Guida, G. Tasso, C., & Tappano, E. (1993). Functional and telelogical knowledge in the multimodeling approach for reasoning about physical systems. IEEE Trans. Systems, Man and Cybern. 23(6), 1718-1751.
7. Davis, R. (1984). Diagnostic reasoning based on structure and behavior. Artif. Intell. 24, 347-410.
8. de Kleer, J. (1984). How circuits work. Artif. Intell. 24, 205-280.
9. Goel, A. (1991). A model-based approach to case adaptation. Proc. Thirteenth Annu. Conf. Cognitive Science Soc. pp. 143-148.
10. Goel, A. (1992). Representation of design functions in experience-based design. In Intelligent Computer Aided Design, (Brown, D., Waldron, M. and Yoshikawa, H., Eds.), pp. 283-308. North-Holland, Amsterdam.
11. Goel, A., & Chandrasekaran, B. (1989). Functional representation of designs and redesign problem solving. Proc. Eleventh Int. Joint Conf. Artif. Intell., pp. 1388-1394. Morgan Kauffman, Los Altos, CA.
12. Goel, A., & Chandrasekaran, B. (1992). Case-based design: A task analysis. In Artificial Intelligence Approaches to Engineering Design, Volume II: Innovative Design, (Tong, C. and Sriram, D, Eds.), pp. 165-184. Academic Press, San Diego.
13. Goel, A., Gomez, A., Pittges, I, Shankar, M., & Stroulia, E. (1994). A modelbased approach to redesign. Proc Thirteenth SPIE Knowt. Based Systems. Conf, pp. 164-171.
14. Goel, A., & Prabhakar. S. (1994). A control architecture for redesign verification. Proc 1994 Australian-New Zealand Intell. Inf. Sys. Conf. Brisbane, Australia, 377-381.
15. Govindaraj. T. (1987). Qualitative approximation methodology for mod-eling and simulation of large dynamic systems: Applications to a ma-rine power plant. IEEE Transact. Sys. Man and Cybern. SMC-17(6), 937-955.
16. Hawkins, R., Sticklen. J., McDowell, J., Hill, T., & Boyer, R. (1994). Function-based modeling and troubleshooting. J. Applied Intell. 8(2), 285-302.
17. Hunt, J., Pugh, D., & Price, C. (1995). Failure mode effects analysis: A practical application of functional modeling. J. Applied Intell. 9(1), 33-44.
18. Iwasaki, Y., & Chandrasekaran, B. (1992). Design verification through function-and behavior-oriented representation: Bridging the gap between function and behavior. Proc. Second Int. Conf. Artif. Intell. pp. 597-616. Kluwer Academic, Boston.
19. Iwasaki, Y., Fikes, R , Vescovi, M., & Chandrasekaran, B. (1993). How things are intended to work; Capturing functional knowledge in device design. Proc. 13th Int. Joint Conf. on AI, pp. 1516-1522, Morgan Kauffman, Los Altos, CA.
20. Keller, R , Manago, C., Nayak, P., & Rua, M. (1988). Large multi-use knowledge bases. Internal Memo, Knowledge Systems Laboratory, Stanford University.
21. Kumar, A., & Upadhyaya, S. (1995). Function-based discrimination during model-based diagnosis. J. Applied Intell. 9(1), 65-80.
22. Larsson, J. (1996). Diagnosis based on explicit means-ends models. Artif. Intell. 80, 29-93.
23. Lind, M. ( 1994). Modeling goals and functions of complex industrial plants. J. Applied Intell 8(2), 259-283.
24. Luk, K., Stroulia, E., & Goel, A. (1995). A model-based approach to reasoning about cycles and fields. Proc. IJCA1-93 Workshop on Al in Design, Chambern, France (August, 1993), 36-41.
25. Navmchandra, D., Sycara. K., & Narasimhan, S. (1991). Behavioral synthesis in CADET, a case-based design tool. Proc. Seventh IEEE Conf. Artif. Intell. Applications, pp 217-221.
26. Rieger, C., & Grinberg, M. (1980). A system for cause-effect representation and simulation for computer-aided design. In Artificial Intelligence and Pattern Recognition in Computer-Aided Design, (Latombe, J., Ed.), pp. 299-334 North Holland, Amsterdam, Netherlands.
27. Sembugamoorthy, V., & Chandrasekaran, B. (1986). Functional representation of devices and compilation of diagnostic problem solving sys-tems. In Experience, Memory and Reasoning, (Kolodner, J. and Riesbeck, C., Eds.), pp. 47-73. Erlbaum, Hillsdale, NJ.
28. Stroulia, E., & Goel, A. (1992). Generic teleological mechanisms and their use in case adaptation. Proc. Fourteenth Annual Conf. of the Cognitive Science Soc., 319-324.
29. Stroulia, E., & Goel, A. (1994). A model-based approach to reflective learning. Proc. 1994 European Conf. Machine Learn., 287-306.
30. Stroulia, E., & Goel, A. (1995). Functional representation and reasoning in reflective systems. J. of Applied lntell. 9(1), 101-124.
31. Stroulia, E., Shankar, M., Goel, A., & Penberthy, L. (1992). A model-based approach to blame assignment in design. Proc. Second Int. Conf. on AI in Design, pp. 519-538. Kluwer Academic Press, Boston.
32. Sun, K., & Faltings, B. (1994). Supporting creative mechanical design. Proc. Third Int Conf. Artif. Intell. Design, Kluwer Academic, Boston.
33. Umeda, Y., Takeda, H., Tomiyama, T., & Yoshikawa, H. (1990). Function, behavior and structure. In AI in Engineering, (Gero, J., Ed.), pp. 177-193. Springer-Verlag, Berlin.