基于非负绞杀与长短期记忆神经网络的动态软测量算法.

孙凯, 隋璘, 张芳芳, 杨根科 - Control Theory & Applications …, 2023 - search.ebscohost.com
现代工业过程建模中, 生产过程的多变量, 非线性及动态性会导致模型复杂度增高且建模精度
降低. 针对这一问题, 将非负绞杀算法(NNG) 嵌入长短期记忆(LSTM) 神经网络 …

Data mining-based screening of key points for corn starch and sugar production process

Z ZHANG, L ZHANG, W Yu, D Yachao, TAO Jin… - CIESC …, 2023 - hgxb.cip.com.cn
The production process of corn deep processing to produce fructose has problems of
outdated control and lack of refinement in production and processing. However, due to the …

Fault Diagnosis Based on Multi-scale LSTM-FCNs for Industrial Process

S Yang, P Li, S Li, X Zhou… - 2021 CAA Symposium on …, 2021 - ieeexplore.ieee.org
Aiming at the characteristics of multi-scale, time series and nonlinear of the complex
industrial process data, in order to extract process information more efficiently for improving …