Artificial neural network discrete-time biomass controller for a continuous stirred tank reactor

• Published in: Journal of computational science Vol. 91; p. 102688
• Main Authors: Hapoglu, Hale, Balas, Egemen Ander, Altuntaş, Semin
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.10.2025
• Subjects: Analytical hierarchy process; Artificial neural network controller; Discrete-time biomass controllers; Generalized Predictive Control; Weighted aggregate sum product assessment; Analytical hierarchy process; Generalized Predictive Control; Artificial neural network controller; Discrete-time biomass controllers; Weighted aggregate sum product assessment

The employment of stirred tank reactors in the field of treatment technology is well-established. In this regard, a bioreactor model is commonly utilized for conducting simulations, identifying parameters, and developing control applications. Control of biomass concentration is independent of scale...