Title :
Design of Bao-steel coal moisture control system based on neural network method
Author :
Jiang Wenping ; Li Zhenyu ; Chen Minfang ; Xu Yiwen ; Li Lianghua ; Zhang Fuxing ; Wang Jianhua ; Xia Naijie
Author_Institution :
Sch. of Electr. & Electron. Eng., Shanghai Inst. of Technol., Shanghai, China
Abstract :
Coal moisture control process (CMC) in Bao-Steel is an open-loop nonlinear system. An effective control method for CMC is provided in this paper. First, principal parameters of the system are selected by statistical analysis of history data and summary work experience; Second, BP Neural Network is specified and its structure is determined by repeated experiments. Then, calculation of heat balance is used to verify the efficiency of the method; At last, the system is put into operation and produces a good effect.
Keywords :
backpropagation; coal; control system synthesis; moisture control; neurocontrollers; nonlinear control systems; open loop systems; statistical analysis; BP neural network; CMC; bao-steel coal moisture control system design; history data; neural network method; open-loop nonlinear system; statistical analysis; summary work experience; Coal; Heating; Moisture; Moisture control; Neural networks; Production; Training; Calculation of Heat Balance; Coal Moisture Control; Design of Neural Network; Statistical Analysis;
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
DOI :
10.1109/ChiCC.2014.6897111
