Application of a multi-layered neural network to system identification
作者:
C. S. FU,
M. POCH,
期刊:
International Journal of Systems Science
(Taylor Available online 1993)
卷期:
Volume 24,
issue 8
页码: 1601-1609
ISSN:0020-7721
年代: 1993
DOI:10.1080/00207729308949583
出版商: Taylor & Francis Group
数据来源: Taylor
摘要:
A study on the application of the neural network method to estimate chemical oxygen demand (COD) in a wastewater treatment process is introduced after presenting the back propagation algorithm, one of the most typical algorithms of neural networks, in detail. Several types of simulation have been tried in order to select suitable neural network parameters. The results of simulation to estimate real sampling COD data for a specific real-world wastewater treatment process shows that our method is promising.
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