With the development of intelligent manufacturing industry,simulation calculation is widely used in chemical production process.This article used hybrid modeling technology to design a set of intelligent operation optimization software for refining and chemical equipment,and used deep learning algorithms and genetic algorithms to optimize the model.This software could predict product quality in real-time,optimize operating parameters,and provide data alerts.Compared to traditional mechanism modeling,it was faster and more accurate,could improve the refinement of the refinery operation process,the stability of the operation process,and the product quality of the production process.
关键词
深度学习/混合建模/实时优化/模拟计算/操作优化
Key words
deep learning/hybrid modeling/real-time optimization/simulation calculation/operation optimization
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