Title :
Research on the prediction of water treatment plant coagulant dosage based on feed-forward artificial neutral network
Author :
Xiaojie, Wang ; Yunzhe, Ji ; Xiaojing, Li
Author_Institution :
Sch. of Environ. Sci. & Technol., Tianjin Univ., Tianjin, China
Abstract :
Feed-forward artificial neural network are applied to establish network model and carry out training and testing and make predictions on coagulant dosage of a certain water plant in North China, which has achieved sound prediction effect.
Keywords :
coagulation; feedforward neural nets; industrial plants; neurocontrollers; water treatment; coagulant dosage feed-forward control model; feed-forward artificial neutral network; network model; sound prediction effect; water treatment plant coagulant dosage prediction; Artificial neural networks; Coagulation; Function approximation; Predictive models; Training; Wastewater; Water; BP network; artificial neural network; coagulant dosage; water treatment plant;
Conference_Titel :
Consumer Electronics, Communications and Networks (CECNet), 2011 International Conference on
Conference_Location :
XianNing
Print_ISBN :
978-1-61284-458-9
DOI :
10.1109/CECNET.2011.5769402
