SPECIAL SECTION: USE OF EXPERT SYSTEMS IN TRANSPORTATION ENGINEERING
Mar 1, 1987

Designing Noise Barriers Using Expert System China

Publication: Journal of Transportation Engineering
Volume 113, Issue 2

Abstract

The expert system is a relatively new application of artificial intelligence technology that is beginning to emerge in the field of civil engineering. This new computer‐aided tool has the potential to significantly affect the way today's civil engineer assesses and solves complex problems. An expert system named CHINA (Computerized Highway Noise Analyst) has been developed that is capable of interacting with an existing FORTRAN model that aids an engineer in acoustically designing a highway noise barrier. CHINA executes the design model, interprets the results, and decides if those results are valid. If they are not, CHINA determines new input parameters and re‐executes the design model until a satisfactory design is obtained. Three actual highway noise abatement problems are examined in detail and the design solution from CHINA and a human expert are compared. The results of this comparison indicate that CHINA is capable of designing highway noise barriers that are at least equal, in terms of performance and cost, to those designed by a human expert. Thus, the concept of using expert systems as an expert advisor, or as a colleague to a human expert, is demonstrated to be feasible in this application.

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References

1.
Bowlby, W., Higgins, J., and Reagan, J. A., Eds. (1982). “Noise barrier cost reduction procedure—STAMINA 2.0/OPTIMA: User's Manual.” FHWA‐DP‐58‐1, Federal Highway Administration, Washington, D.C.
2.
Buchanan, B. G., and Shortliffe, E. H. (1984). Rule‐based expert systems, Addison‐Wesley Publishing Co., Menlo Park, Calif.
3.
Feigenbaum, E. A. (1982). “Knowledge engineering for the 1980's.” Computer Science Department, Stanford Univ., Stanford, Calif.
4.
Fenves S. J., Maher, M. L., and Sriram, D. (1984). “Expert systems: C.E. potential.” Civ. Engrg. Mag., ASCE, 54(10) Oct., 44–47.
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Gevarter, W. B. (1983). “Expert systems: Limited but powerful.” IEEE Spectrum, Aug., 39–45.
6.
Harris, R. A., Cohn, L. F., and Bowlby, W. (1985a). “An application of artificial intelligence in highway noise analysis.” Transp. Res. Rec. 1033, National Academy of Sciences, Transportation Research Board, Washington, D.C., Jan.
7.
Harris, R. A., Cohn, L. F., and Bowlby, W. (1985b). “Development of an intelligent interface to an interactive design model.” Proc. of the IEEE Expert Systems in Government Symp. McLean, Va., Oct.
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Hayes‐Roth, F., Waterman, D. A., and Lenat, D. B. (1983). Building expert systems, Addison‐Wesley Publishing Co., Menlo Park, Calif.

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Go to Journal of Transportation Engineering
Journal of Transportation Engineering
Volume 113Issue 2March 1987
Pages: 127 - 138

History

Published online: Mar 1, 1987
Published in print: Mar 1987

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Authors

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R. A. Harris
Assoc. Prof., Dept. of Civ. Engrg., Univ. of Louisville, Louisville, KY 40292
L. F. Cohn
Prof. and Chmn., Dept. of Civ. Engrg., Univ. of Louisville, Louisville, KY 40292
W. Bowlby, Members ASCE
Asst. Prof., Dept. of Civ. and Environmental Engrg., Vanderbilt Univ., Nashville, TN 37235

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