Cellular neural network to the spherical harmonics approximation of neutron transport equation in x-y geometry. Part I: Modeling and verification for time-independent solution
Creators
- 1. Department of Nuclear Engineering, Shiraz University, Shiraz 7134851154 (Iran, Islamic Republic of)
Description
Highlights: → This paper describes the solution of time-independent neutron transport equation. → Using a novel method based on cellular neural networks (CNNs) coupled with PN method. → Utilize the CNN model to simulate spatial scalar flux distribution in steady state. → The accuracy, stability, and capabilities of CNN model are examined in x-y geometry. - Abstract: This paper describes a novel method based on using cellular neural networks (CNN) coupled with spherical harmonics method (PN) to solve the time-independent neutron transport equation in x-y geometry. To achieve this, an equivalent electrical circuit based on second-order form of neutron transport equation and relevant boundary conditions is obtained using CNN method. We use the CNN model to simulate spatial response of scalar flux distribution in the steady state condition for different order of spherical harmonics approximations. The accuracy, stability, and capabilities of CNN model are examined in 2D Cartesian geometry for fixed source and criticality problems.
Availability note (English)
Available from http://dx.doi.org/10.1016/j.anucene.2011.02.012Additional details
Identifiers
- DOI
- 10.1016/j.anucene.2011.02.012;
- PII
- S0306-4549(11)00071-5;
Publishing Information
- Journal Title
- Annals of Nuclear Energy (Oxford)
- Journal Volume
- 38
- Journal Issue
- 6
- Journal Page Range
- p. 1288-1299
- ISSN
- 0306-4549
- CODEN
- ANENDJ
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 43031358
- Subject category
- S97: MATHEMATICAL METHODS AND COMPUTING;
- Descriptors DEI
- ACCURACY; BOUNDARY CONDITIONS; CRITICALITY; DISTRIBUTION; GEOMETRY; MATHEMATICAL SOLUTIONS; NEURAL NETWORKS; NEUTRON TRANSPORT THEORY; SCALARS; SIMULATION; SPHERICAL HARMONICS; SPHERICAL HARMONICS METHOD; STABILITY; STEADY-STATE CONDITIONS
- Descriptors DEC
- APPROXIMATIONS; CALCULATION METHODS; FUNCTIONS; MATHEMATICS; TRANSPORT THEORY
Optional Information
- Copyright
- Copyright (c) 2011 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.