Online deep neural network-based feedback control of a Lutein bioprocess

P Natarajan, R Moghadam, S Jagannathan - Journal of Process Control, 2021 - Elsevier
An online adaptive deep neural network (DNN) scheme has been introduced for the tracking
control of a nonlinear bioprocess with uncertain internal dynamics. First, a detailed …

Advanced nonlinear control strategies for a fermentation bioreactor used for ethanol production

E Petre, D Selişteanu, M Roman - Bioresource Technology, 2021 - Elsevier
This study addresses the design of advanced control schemes implemented for a
continuous fermentation process used to produce ethanol. Due to the inaccuracy of the …

Dynamic modeling with experimental validation and control of a two-phase closed thermosyphon as heat supplier of a novel pilot-scale falling film distillation unit

R Battisti, CA Claumann, F Manenti… - Computers & Chemical …, 2020 - Elsevier
Worldwide efforts in process intensification led to innovative designs for distillation, notably
known as an energy-intensive process. Focusing on the boosting of thermal efficiency, our …

Approximation of bio-ethanol distillation controller exploiting grey-wolf optimizer

UK Yadav, AV Waghmare, VP Meena… - 2023 IEEE 3rd …, 2023 - ieeexplore.ieee.org
This research article illustrates the approximation of linearized higher order (HO) bio-ethanol
distillation controller and its investigation. In the distillation of bio-ethanol, pressure swing …

Open-loop dynamic optimization for nonlinear multi-input systems. application to recombinant protein production

MN Pantano, MCF Puchol… - IEEE Latin America …, 2021 - ieeexplore.ieee.org
This paper proposes a novel strategy for dynamic open-loop optimization of multivariable
nonlinear systems. The methodology is based on the Fourier series and orthonormal …

Use of operational training simulation in the study of ethanol operating conditions: a powerful tool for education and research performance improvement

K Alvarado, J Bayona, J Consuegra… - Journal of Physics …, 2020 - iopscience.iop.org
Currently, virtual education has reached a significant boom in higher education institutions.
The latter, considering health emergency due to coronavirus pandemic, which makes it …

Additive Uncertainty Consideration for Nonlinear and Multivariable Bioprocess Control

C Fernández, N Pantano, L Rodriguez… - IEEE Latin America …, 2021 - ieeexplore.ieee.org
Biological processes are becoming more frequent nowadays due to the wide variety of
products obtained from them and their possibility of making environmentally friendly some …

Optimización dinámica basada en Fourier: Aplicación al proceso de producción de Biodiesel

MN Pantano, MC Fernández, L Rodriguez… - 2020 - ri.conicet.gov.ar
Este trabajo presenta una novedosa metodología para la optimización dinámica del
proceso de producción de biodiesel a partir de aceites vegetales en modo discontinuo. La …

Neural ordinary differential equations for solving nonlinear system of ethanol fermentation in bioreactor

AIF Azimi, NM Jamil, MHA Rahim - AIP Conference Proceedings, 2024 - pubs.aip.org
Differential equations are used in many sectors of science and engineering to describe real-
world issues. Unfortunately, sometimes it is difficult to solve using analytical methods and …

[PDF][PDF] Bioethanol production from different varieties of over-ripen mango (Mangifera indica L.) of Bangladesh

MN Yesmin, MAK Azad, MN Uddin, JA Khatun… - Mod. Chem, 2021 - academia.edu
Rapid population growth of Bangladesh, exponential growth on industrialization load on
fossil fuel resources and this large economic growth has created an increased demand for …