Nuclear Reactor Modeling in Load Following Operations for Korea Next Generation PWR with Neural Network |
Lee Sang-Kyung
(서울대학교 원자핵학과)
Jang Jin-Wook (한국원자력연구소) Seong Seung-Hwan (한국원자력연구소) Lee Un-Chul (서울대학교 원자핵학과) |
1 | Moller M., 'A scaled conjugate gradient algorithm for fast supervised learning,' Neural Networks, vol.6, pp.525-533, 1993 DOI ScienceOn |
2 | KAERI, User's manual ACE/ONED, 1996 |
3 | S.H. Seong, et.al, 'Application of neural networks to analyze load-follow operation in a pressurized water reactor,' Nuclear Technology, vol.128, pp.276-283, 1999 DOI |
4 | Mehrdad, B., Mohammad B. G., Caro L.,'Identification of a nuclear reactor core(VVER) using recurrent neural network,' Annals of Nuclear Energy, vol.29, pp.1225-1240, 2002 DOI ScienceOn |
5 | 이상경 외, 'NARX 신경회로망을 이용한 원자로 부하추종 운전 모사', 한국원자력학회 2003년 춘계학술발표회 논문집, 2003 |
6 | Medsker, L.R., Jain, L. C., Recurrent neural network design and applications. CRC Press, Boca Raton, 2000 |