Title :
Design and implementation of a BP neural network controller for the concentration of black liquor
Author :
Xu, Zhijun ; Cao, JingHua ; Zhang, Chunfei ; Zhu, Danyang
Author_Institution :
Comput. Dept., Jilin Univ., Changchun, China
Abstract :
According to the classic controllers, this paper designs a PID controller based on the BP neural network theory. Having adopted the training method of the BP neural network, a model of worktable driving for the concentration of black liquor is simulated with MATLAB software, and the results prove the feasibility of the method.
Keywords :
backpropagation; beverage industry; chemical variables control; control system synthesis; neurocontrollers; stability; three-term control; BP neural network controller design; MATLAB software; PID controller; black liquor concentration; Artificial neural networks; Load modeling; Pipelines; Transforms; BP neural network; Control for the concentration of black liquor; MATLAB simulation; PID;
Conference_Titel :
Computer, Mechatronics, Control and Electronic Engineering (CMCE), 2010 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4244-7957-3
DOI :
10.1109/CMCE.2010.5610503
