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A neuro-fuzzy controller for xenon spatial oscillations in load-following operation

Abstract

A neuro-fuzzy control algorithm is applied for xenon spatial oscillations in a pressurized water reactor. The consequent and antecedent parameters of the fuzzy rules are tuned by the gradient descent method. The reactor model used for computer simulations is a two-point xenon oscillation model. The reactor core is axially divided into two regions and each region has one input and one output and is coupled with the other region. The interaction between the regions of the reactor core is treated by a decoupling scheme. This proposed control method exhibits very responses to a step or a ramp change of target axial offest without any residual flux oscillations. 9 refs., 5 figs. (Author)
Authors:
Na, Man Gyun; [1]  Upadhyaya, Belle R [2] 
  1. Chosun University, Kwangju (Korea, Republic of)
  2. The University of Tennessee, Knoxville (United States)
Publication Date:
Dec 31, 1997
Product Type:
Conference
Report Number:
ETDE/KR-99732628; CONF-9710296-
Reference Number:
SCA: 220400; 420200; PA: KR-99:000295; EDB-99:035221; SN: 99002059922
Resource Relation:
Conference: Korean Nuclear Society autumn meeting, Taegu (Korea, Republic of), 24-25 Oct 1997; Other Information: PBD: 1997; Related Information: Is Part Of Proceedings of the korean nuclear society autumn meeting vol I, October 24-25, 1997 Taegu, Korea; PB: 797 p.
Subject:
22 NUCLEAR REACTOR TECHNOLOGY; 42 ENGINEERING NOT INCLUDED IN OTHER CATEGORIES; NEURAL NETWORKS; FUZZY LOGIC; XENON OSCILLATIONS; SPATIAL DISTRIBUTION; ARTIFICIAL INTELLIGENCE; PWR TYPE REACTORS; XENON; DECOUPLING; LOAD MANAGEMENT; POWER DEMAND
OSTI ID:
324119
Research Organizations:
Korean Nuclear Society, Taejon (Korea, Republic of)
Country of Origin:
Korea, Republic of
Language:
English
Other Identifying Numbers:
Other: ON: DE99732628; TRN: KR9900295
Availability:
OSTI as DE99732628
Submitting Site:
KR
Size:
pp. 299-304
Announcement Date:
Apr 01, 1999

Citation Formats

Na, Man Gyun, and Upadhyaya, Belle R. A neuro-fuzzy controller for xenon spatial oscillations in load-following operation. Korea, Republic of: N. p., 1997. Web.
Na, Man Gyun, & Upadhyaya, Belle R. A neuro-fuzzy controller for xenon spatial oscillations in load-following operation. Korea, Republic of.
Na, Man Gyun, and Upadhyaya, Belle R. 1997. "A neuro-fuzzy controller for xenon spatial oscillations in load-following operation." Korea, Republic of.
@misc{etde_324119,
title = {A neuro-fuzzy controller for xenon spatial oscillations in load-following operation}
author = {Na, Man Gyun, and Upadhyaya, Belle R}
abstractNote = {A neuro-fuzzy control algorithm is applied for xenon spatial oscillations in a pressurized water reactor. The consequent and antecedent parameters of the fuzzy rules are tuned by the gradient descent method. The reactor model used for computer simulations is a two-point xenon oscillation model. The reactor core is axially divided into two regions and each region has one input and one output and is coupled with the other region. The interaction between the regions of the reactor core is treated by a decoupling scheme. This proposed control method exhibits very responses to a step or a ramp change of target axial offest without any residual flux oscillations. 9 refs., 5 figs. (Author)}
place = {Korea, Republic of}
year = {1997}
month = {Dec}
}