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U.S. Department of Energy
Office of Scientific and Technical Information

Guidelines for the verification and validation of expert system software and conventional software: Volume 6, Validation Scenarios. Final Report

Technical Report ·
OSTI ID:79121
; ;  [1]
  1. Science Applications International Corp., McLean, VA (United States)
Ultimate objective is the formulation of guidelines for the V&V of expert systems for use in nuclear power applications. This activity was concerned with the development of a methodology for selecting validation scenarios and subsequently applying it to two expert systems used for nuclear utility applications. Validation scenarios were defined and classified into five categories: PLANT, TEST, BASICS, CODE, and LICENSING. A sixth type, REGRESSION, is a composite of the others and refers to the practice of using trusted scenarios to ensure that modifications to software did not change unmodified functions. Rationale was developed for preferring scenarios selected from the categories in the order listed and for determining under what conditions to select scenarios from other types. A procedure incorporating all of the recommendations was developed as a generalized method for generating validation scenarios. The procedure was subsequently applied to two expert systems used in the nuclear industry and was found to be effective, given that an experienced nuclear engineer made the final scenario selections. A method for generating scenarios directly from the knowledge base component was suggested.
Research Organization:
Electric Power Research Inst., Palo Alto, CA (United States); Science Applications International Corp., McLean, VA (United States)
Sponsoring Organization:
Electric Power Research Inst., Palo Alto, CA (United States); Nuclear Regulatory Commission, Washington, DC (United States)
OSTI ID:
79121
Report Number(s):
EPRI-TR--103331-V6
Country of Publication:
United States
Language:
English