Simple Modeling Method for Complex Processes to Improve Teaching in Engineering

2020 ◽  
Author(s):  
Juan Tisza ◽  
David Ortega ◽  
Jamer Asencio
Keyword(s):  
Modeling Method ◽  
Complex Processes ◽  
Simple Modeling

scholarly journals APPLICATION OF SIMPLE MODELING METHOD TO RETAINING WALL WITH ELASTO-PLASTIC PROPERTY

2016 ◽  
Vol 81 (730) ◽  
pp. 1993-2003
Author(s):  
Tetsushi INUBUSHI ◽  
Yuji MIYAMOTO ◽  
Takahisa ENOMOTO ◽  
Tadamichi YAMASHITA
Keyword(s):  
Retaining Wall ◽  
Plastic Property ◽  
Modeling Method ◽  
Simple Modeling

An improved pattern-based prediction model for a class of industrial processes

2021 ◽  
pp. 014233122110555
Author(s):  
Mushu Wang ◽  
Yanrong Lu ◽  
Weigang Pan
Keyword(s):  
System Dynamics ◽  
Pattern Classification ◽  
Modeling Method ◽  
Data Driven ◽  
Industrial Processes ◽  
Initial Model ◽  
Improved Method ◽  
Complex Processes ◽  
Using Data ◽  
Data Driven Modeling

For the problem of simplifying pattern-based modeling procedures, an improved pattern-based modeling method is put forward via pattern classification for a class of complex processes. It is a pure data-driven modeling method using statistical attributes of the processes. At the beginning of the paper, a method of system dynamics description based on pattern moving is introduced. Then, an improved method of pattern-moving-based prediction modeling is put forward, and it simplifies the pattern-moving-based modeling method by integrating an initial model and a classification mapping. It consists of two parts: system pattern construction and pattern classification. And a constructive classification neural network (CCNN) is designed to describe system dynamics by classifying the system pattern, and its generalization is discussed. Finally, simulations using data of an actual production process demonstrate the feasibility of the proposed modeling method, and the effectiveness of the CCNN is verified using comparison experiments.

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