Adaptive fuzzy system for fuel rod cladding failure in nuclear power plant

被引：11

作者：

Guimaraes, Antonio C. F. ^{[1
]}

Lapa, Celso M. F. ^{[1
]}

机构：

[1] CNEN, Inst Engn Nucl, Div Reactores, BR-21945970 Rio De Janeiro, Brazil

来源：

ANNALS OF NUCLEAR ENERGY | 2007年 / 34卷 / 03期

关键词：

D O I：

10.1016/j.anucene.2006.11.012

中图分类号：

TL [原子能技术]; O571 [原子核物理学];

学科分类号：

0827 ; 082701 ;

摘要：

A new approach to the study of ballooning that causes cladding failure in fuel rods using an adaptive neural fuzzy inference system (ANFIS) is presented in this paper. By mapping input/output patterns describing cladding failure phenomena through average inner cladding temperature and fuel rod gas pressure, ANFIS shows a great potential to modeling this problem in alternative to the traditional approach. A typical pressurized water reactor fuel rod data was used to this application. The results confirm the potential of ANFIS comparatively to experimental calculations. (c) 2007 Elsevier Ltd. All rights reserved.

引用

页码：233 / 240

页数：8

共 14 条

[1]

[Anonymous], NUREGCR5273

[2]

BERNA GA, 1997, NUREGCR6531, V2

[3]

CUNNINGHAM ME, 2001, NUREGCR6739 US NUCL, V1

[4]

CUNNINGHAM ME, 2001, NUREGCR6739 US NUCL, V2

[5] Fuzzy inference system for evaluating and improving nuclear power plant operating performance [J].

Guimaraes, ACF ;

Lapa, CMF .

ANNALS OF NUCLEAR ENERGY, 2004, 31 (03) :311-322

[6] Effects analysis fuzzy inference system in nuclear problems using approximate reasoning [J].

Guimaraes, ACF ;

Lapa, CMF .

ANNALS OF NUCLEAR ENERGY, 2004, 31 (01) :107-115

[7] The use of fuzzy logic methodology to establish inservice inspection priorities for nuclear components [J].

Guimaraes, ACF .

PROGRESS IN NUCLEAR ENERGY, 2003, 42 (03) :311-322

[8] A new methodology for the study of FAC phenomenon based on a fuzzy rule system [J].

Guimaraes, ACF .

ANNALS OF NUCLEAR ENERGY, 2003, 30 (07) :853-864

[9] Signal validation using an adaptive neural fuzzy inference system [J].

Hines, JW ;

Wrest, DJ ;

Uhrig, RE .

NUCLEAR TECHNOLOGY, 1997, 119 (02) :181-193

[10]

*MATLAB L, 2000, US GUID FUZZ LOG TOO

← 1 2 →