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Title: The use of artificial intelligence for safeguarding fuel reprocessing plants

Recorded process data from the ''Minirun'' campaigns conducted at the Barnwell Nuclear Fuel Plant (BNFP) in Barnwell, South Carolina during 1980 to 1981 have been utilized to study the suitability of computer-based Artificial Intelligence (AI) methods for process monitoring for safeguards purposes. The techniques of knowledge engineering were used to formulate the decision-making software which operates on the process data customarily used for process operations. The OPS5 AI language was used to construct an Expert System for this purpose. Such systems are able to form reasoned conclusions from incomplete, inaccurate or otherwise ''fuzzy'' data, and to explain the reasoning that led to them. The programs were tested using minirun data taken during simulated diversions ranging in size from 1 to 20 L of solution that had been monitored previously using conventional procedural techniques. 13 refs., 3 figs.
Authors:
;
Publication Date:
OSTI Identifier:
5458760
Report Number(s):
CONF-871110-6-FP
ON: DE88005053
DOE Contract Number:
AC05-84OR21400
Resource Type:
Conference
Resource Relation:
Conference: 3. international conference on facility operations safeguards interface, San Diego, CA, USA, 29 Nov 1987; Other Information: Paper copy only, copy does not permit microfiche production
Research Org:
Oak Ridge National Lab., TN (USA); Carnegie-Mellon Univ., Pittsburgh, PA (USA)
Country of Publication:
United States
Language:
English
Subject:
98 NUCLEAR DISARMAMENT, SAFEGUARDS, AND PHYSICAL PROTECTION; 99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE; FUEL REPROCESSING PLANTS; NUCLEAR MATERIALS MANAGEMENT; SAFEGUARDS; NUCLEAR MATERIALS DIVERSION; DETECTION; ARTIFICIAL INTELLIGENCE; EXPERT SYSTEMS; MONITORS; URANIUM; ACTINIDES; ELEMENTS; MANAGEMENT; MEASURING INSTRUMENTS; METALS; NUCLEAR FACILITIES; 055001* - Nuclear Fuels- Safeguards, Inspection, & Accountability- Technical Aspects; 990210 - Supercomputers- (1987-1989)