MOLTEN SALT PHASE DIAGRAMS CALCULATION USING ARTIFICIAL NEURAL NETWORK OR PATTERN RECOGNITION-BOND PARAMETERS Part2. Prediction of phase diagrams of ternary molten salt systems
来源期刊:中国有色金属学报(英文版)1998年第2期
论文作者:Qiu Guanzhou Wang Xueye Wang Dianzuo Chen Nianyi
文章页码:313 - 318
Key words:phase diagram calculation; artificial neural netwrok; pattern recognition; bond parameter; ternary molten salt system
Abstract: Using pattern recognition method or the three layered-artificial neural network (ANN) method with back propagation algorithm, and with chemical bond parameters as features or inputs, the properties or characteristics of the phase diagrams of some ternary molten salt systems have been investigated. The trained ANN was used to predict the formability of ternary intermediate compound, the type of phase diagram. Moreover, the results of computerized prediction for two unknown systems are confirmed by experimental work.