Data-Driven Soft Sensor Model Based on Deep Learning for Quality Prediction of Industrial Processes

2021 ◽  
Vol 2 (1) ◽  
Author(s):  
Xianglin Zhu ◽  
Khalil Ur Rehman ◽  
Wang Bo ◽  
Muhammad Shahzad ◽  
Ahmad Hassan
Keyword(s):  
Deep Learning ◽  
Soft Sensor ◽  
Data Driven ◽  
Industrial Processes ◽  
Quality Prediction ◽  
Model Based ◽  
Sensor Model

Data-driven soft sensor approach for online quality prediction using state dependent parameter models

2017 ◽  
Vol 162 ◽  
pp. 130-141 ◽  
Author(s):  
Bahareh Bidar ◽  
Jafar Sadeghi ◽  
Farhad Shahraki ◽  
Mir Mohammad Khalilipour
Keyword(s):  
Soft Sensor ◽  
Data Driven ◽  
Quality Prediction ◽  
State Dependent ◽  
Dependent Parameter

MPC-PI cascade control for the Kaibel dividing wall column integrated with data-driven soft sensor model

2021 ◽  
Vol 231 ◽  
pp. 116240 ◽  
Author(s):  
Xing Qian ◽  
Shengkun Jia ◽  
Kejin Huang ◽  
Haisheng Chen ◽  
Yang Yuan ◽  
...  
Keyword(s):  
Soft Sensor ◽  
Cascade Control ◽  
Data Driven ◽  
Dividing Wall Column ◽  
Sensor Model

Novel Soft Sensor Model based on Spatio-Temporal Attention

2021 ◽  
Author(s):  
Xuan Hu ◽  
Zhiqiang Geng ◽  
Yongming Han ◽  
Wei Huang ◽  
Kai Chen ◽  
...  
Keyword(s):  
Soft Sensor ◽  
Temporal Attention ◽  
Model Based ◽  
Sensor Model ◽  
Spatio Temporal
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