3:30 PM - 3:45 PM
[1G12] Study on Fuel Loading Pattern Intuitive Generation Method by using Deep Learning
Keywords:fuel loading pattern optimization, deep learning, neural network, reload core design
On reload core design, engineer have to find loading pattern(LP) satisfying many of design constraints within a period. In addition, loading fuels should be selected.
Deep Learning technique were proposed to generate LP instantaneously without any try and error to find out worthwhile fuel combination to execute powerful but time consuming optimization tools. Optimized LPs generated by using an ordinary tool were used as training data for Deep Neural Network.
Deep Learning technique were proposed to generate LP instantaneously without any try and error to find out worthwhile fuel combination to execute powerful but time consuming optimization tools. Optimized LPs generated by using an ordinary tool were used as training data for Deep Neural Network.