Control of a bioreactor using a neural network |
| |
Authors: | M Chtourou K Najim G Roux B Dahhou |
| |
Institution: | (1) E.N.S.I.G.C. CNRS, URA 192, GRECO SARTA, Chemin de la Loge, 31078 Toulouse Cédex, France;(2) L.A.A.S./CNRS, GRECO SARTA, 7 Avenue du Colonel Roche, 31077 Toulouse Cédex, France |
| |
Abstract: | This paper describes an experimental investigation concerning the use of neural networks to achieve the non-linear control of a continuous stirred tank fermenter. The influent dilution rate and the substrate concentration have been selected as control variables. The backpropagation learning algorithm has been used for both off-line and on-line identification of the inverse model which provides the control action. Experimental results show the performance and the implementation simplicity of this control approach. |
| |
Keywords: | |
本文献已被 SpringerLink 等数据库收录! |
|