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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2015.1
- 수록면
- 139 - 147 (9page)
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초록· 키워드
오류제보하기
Recently, severe accidents in nuclear power plants (NPPs) have become a global concern.
The aim of this paper is to predict the hydrogen buildup within containment resulting from severe accidents. The prediction was based on NPPs of an optimized power reactor 1,000. The increase in the hydrogen concentration in severe accidents is one of the major factors that threaten the integrity of the containment. A method using a fuzzy neural network (FNN) was applied to predict the hydrogen concentration in the containment.
The FNN model was developed and verified based on simulation data acquired by simulating MAAP4 code for optimized power reactor 1,000. The FNN model is expected to assist operators to prevent a hydrogen explosion in severe accident situations and manage the accident properly because they are able to predict the changes in the trend of hydrogen concentration at the beginning of real accidents by using the developed FNN model
목차
등록된 정보가 없습니다.
참고문헌 (20)
참고문헌 신청
A. Gofuku / 1988 / Diagnostic techniques of a small-break lossof-coolant accident at a pressurized water reactor plant / Nucl. Technol 81 : 313 ~ 332
E.B. Bartlett / 1992 / Nuclear power plant diagnostics using an artificial neural network / Nucl. Technol 97 : 272 ~ 281
E.H. Mamdani / 1975 / An experiment in linguistic synthesis with a fuzzy logic controller / Int. J. Man Mach. Stud 7 : 1 ~ 13
Fauske & Associates / 2005 / MAAP4 - Modular Accident Analysis Program for LWR Power Plants User's Manual / LLC for EPRI, Project RP3131-02
J.S. Roger Jang / 1993 / Functionalequivalencebetweenradial basis function networks and fuzzy inference systems / IEEE Trans. Neural Networks 4 : 156 ~ 159
E.B. Bartlett / 1992 / Nuclear power plant diagnostics using an artificial neural network / Nucl. Technol 97 : 272 ~ 281
E.H. Mamdani / 1975 / An experiment in linguistic synthesis with a fuzzy logic controller / Int. J. Man Mach. Stud 7 : 1 ~ 13
Fauske & Associates / 2005 / MAAP4 - Modular Accident Analysis Program for LWR Power Plants User's Manual / LLC for EPRI, Project RP3131-02
J.S. Roger Jang / 1993 / Functionalequivalencebetweenradial basis function networks and fuzzy inference systems / IEEE Trans. Neural Networks 4 : 156 ~ 159
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