NARX Neural Network Modeling of Batch Distillation Process

2021 ◽  
Author(s):  
Adi Novitarini Putri ◽  
Carmadi Machbub ◽  
Egi Muhammad Idris Hidayat
Keyword(s):  
Neural Network ◽  
Network Modeling ◽  
Neural Network Modeling ◽  
Distillation Process ◽  
Batch Distillation ◽  
Narx Neural Network

Modeling of Distillation Tower Temperature Based on D-FNN

2011 ◽  
Vol 383-390 ◽  
pp. 1463-1469
Author(s):  
Shu Zhi Gao ◽  
Jing Yang ◽  
Jun Fan
Keyword(s):  
Neural Network ◽  
Fuzzy Neural Network ◽  
Learning Algorithm ◽  
Network Modeling ◽  
Temperature Control System ◽  
Neural Network Modeling ◽  
Time Varying ◽  
Distillation Process ◽  
Dynamic Learning ◽  
Fuzzy Neural

Distillation temperature control system is characteristics of nonlinear time-varying and we use dynamic fuzzy neural network to model the temperature of distillation. Firstly, we introduce the structure and algorithm of dynamic fuzzy neural network; Second, after data preprocessing of distillation process, we use dynamic Fuzzy neural network modeling the temperature of distillation. Dynamic fuzzy neural network adopt dynamic learning algorithm, and characteristic of approximation. The simulation results show the effect and accuracy of Dynamic fuzzy neural network model ing method.

Water quality parameter forecast based on grey neural network modeling

2009 ◽  
Vol 29 (6) ◽  
pp. 1529-1531 ◽  
Author(s):  
Wei-ren SHI ◽  
Yan-xia WANG ◽  
Yun-jian TANG ◽  
Min FAN
Keyword(s):  
Neural Network ◽  
Water Quality ◽  
Network Modeling ◽  
Quality Parameter ◽  
Water Quality Parameter ◽  
Neural Network Modeling

ε-Insensitive Criterion and Structure Risk Based Radius-basis-function Neural-network Modeling

2012 ◽  
Vol 34 (6) ◽  
pp. 1414-1419
Author(s):  
Qing-bing Sang ◽  
Zhao-hong Deng ◽  
Shi-tong Wang ◽  
Xiao-jun Wu
Keyword(s):  
Neural Network ◽  
Basis Function ◽  
Network Modeling ◽  
Neural Network Modeling
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