Particle Swarm Optimization Applied to the Nuclear Fuel Bundle Spacer Grid Spring Design

被引:3
作者
Leite, Victor C. [1 ]
Schirru, Roberto [1 ]
Neto, Miguel Mattar [2 ]
机构
[1] COPPE Fed Univ Rio de Janeiro, Nucl Engn Program, Technol Ctr, Horacio Macedo Ave,2030-101 Univ City, BR-21941450 Rio De Janeiro, RJ, Brazil
[2] IPEN, Energet & Nucl Res Inst, Reactor Technol Dept, Lineu Prestes Ave,2242 Univ City, Sao Paulo, Brazil
关键词
Spacer grid spring optimization; particle swarm optimization; fitness function; PARAMETER;
D O I
10.1080/00295450.2018.1516056
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
One of the main roles of the nuclear fuel bundle spacer grid (SG) is to safely support the fuel rods (FRs) through springs and dimples. The SG design is an important matter for nuclear power plant operation when a damaged FR could release fission products. For this work, Particle Swarm Optimization (PSO) is applied to define the geometries of the springs and dimples existing in a SG. Other algorithms had been used to optimize these geometries but not PSO. This paper proposes a PSO variable model and its fitness function in order to define an optimized geometry for the spring and the dimple so that they can provide sufficient gripping forces and minimize stresses. The implemented PSO was able to generate geometries of springs and dimples with stresses minimized and with a specific required stiffness value. The results of these two characteristics are compared with other results in the literature. For further work, PSO will be used to optimize other important design characteristics of a SG: grid-to-rod fretting, coolant flow-induced vibration, and the function of mixing coolant.
引用
收藏
页码:637 / 645
页数:9
相关论文
共 17 条
[1]  
[Anonymous], 2011, WEST AP1000 DES CONT
[2]  
[Anonymous], 2004, GENESIS US MAN
[3]  
ANSYS, 2013, ANSYS US MAN REV 5 0
[4]  
ASME, 2010, ASME BOIL PRESS VE D
[5]  
Dassault Systemes, 2011, ABAQUS 6 11 AN US MA
[6]   Particle Swarm Optimization applied to the nuclear reload problem of a Pressurized Water Reactor [J].
de Moura Meneses, Anderson Alvarenga ;
Machado, Marcelo Dornellas ;
Schirru, Roberto .
PROGRESS IN NUCLEAR ENERGY, 2009, 51 (02) :319-326
[7]  
Kennedy J, 1995, 1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, P1942, DOI 10.1109/icnn.1995.488968
[8]   Parameter study for a dimple location in a space grid under the critical impact load [J].
Lee, Soobum ;
Kim, Yongwan ;
Song, Keenam .
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2008, 22 (11) :2024-2029
[9]  
PADHYE K., 2012, KANGAL2012014 COMP O
[10]   Design of a spacer grid using axiomatic design [J].
Park, KJ ;
Kang, BS ;
Song, KN ;
Park, GJ .
JOURNAL OF NUCLEAR SCIENCE AND TECHNOLOGY, 2003, 40 (12) :989-997