Neural network and genetic algorithms for optimizing the plate element of Egyptian research reactor problems

Artificial Intelligence for Multiphysics Nuclear Design Optimization with Additive Manufacturing

“…More recently, these techniques have been applied to other reactor types including high temperature gas cooled reactors [24][25][26][27], molten salt reactors [28], and research reactors [29][30][31][32]. A more complete summary of the open-ended nuclear design R&D that predates and motivated this work are provided in Section 2.1.…”

Computational Intelligence as a Tool for Small Modular Reactors

“…Examples of predictive features of ANNs include thermal-hydraulic performance analysis of the printed circuit heat exchangers (PCHE) [Kim 09, Ridluan 2009], and prediction of key safety parameters in nuclear research reactors [Mazrou 2009]. ANNs have been used to optimally design compact heat exchangers (CHE) [Jia 2003] and to optimize plate elements or plate-fin heat exchangers (PFHE) of reactors [Waheda 2010, Peng 2007. Control modeling and simulation related ANN applications include feedwater controllers in pressurized water reactors (PWRs) [Jia 2003].…”