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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2021.3
- 수록면
- 866 - 878 (13page)
- DOI
- https://doi.org/10.1016/j.net.2020.08.010
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초록· 키워드
오류제보하기
Procedures play a key role in ensuring safe operation at nuclear power plants (NPPs). Development andmaintenance of a large number of procedures reflecting the best knowledge available in all relevant areasis a complex job. This paper introduces a newly developed methodology and the implemented software,called iExtractor, for the extraction of syntactic and semantic information from NPP procedures utilizingnatural language processing (NLP)-based technologies. The steps of the iExtractor integrated with sets ofrules and an ontology for NPPs are described in detail with examples. Case study results of the iExtractorapplied to selected procedures of a U.S. commercial NPP are also introduced. It is shown that the iExtractorcan provide overall comprehension of the analyzed procedures and indicate parts of proceduresthat need improvement. The rich information extracted from procedures could be further utilized as abasis for their enhanced management.
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참고문헌 (50)
참고문헌 신청
International Atomic Energy Agency / 1998 / Good Practices with Respect to the Development and Use of Nuclear Power Plant Procedures
Procedure Professionals Association / 2016 / Procedure Writer’s Manual, PPA AP-907-005. Revision 2
U. S. Department of Energy / 1998 / Writer’s Guide for Technical Procedures, DOE-STD1029-92, Revision 0
Procedure Professionals Association / 2017 / Functional Requirements for Advanced and Adaptive Smart Documents, PPA AP-907-005.001
S. C. Peres / 2016 / A summary and synthesis of procedural regulations and standards-informing a procedures writer’s guide / J. Loss Prev. Process. Ind 44:726~734
Procedure Professionals Association / 2016 / Procedure Writer’s Manual, PPA AP-907-005. Revision 2
U. S. Department of Energy / 1998 / Writer’s Guide for Technical Procedures, DOE-STD1029-92, Revision 0
Procedure Professionals Association / 2017 / Functional Requirements for Advanced and Adaptive Smart Documents, PPA AP-907-005.001
S. C. Peres / 2016 / A summary and synthesis of procedural regulations and standards-informing a procedures writer’s guide / J. Loss Prev. Process. Ind 44:726~734
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