Online deep neural network-based feedback control of a Lutein bioprocess
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 …
control of a nonlinear bioprocess with uncertain internal dynamics. First, a detailed …
A novel cascaded fractional fuzzy approach for control of fermentation process
In this work, a cascaded control strategy based on fractional-order fuzzy PD/PI (FOFPD/PI) is
proposed for temperature control of the bioreactor. The FOFPI is used to control the ethanol …
proposed for temperature control of the bioreactor. The FOFPI is used to control the ethanol …
Multivariable tracking control of a bioethanol process under uncertainties
MC Fernández, MN Pantano… - Mathematical …, 2020 - Wiley Online Library
Bioethanol is one of the most studied alternative fuels nowadays. Due to its production
process complexity and the low quality of the mathematical models that describe it, a reliable …
process complexity and the low quality of the mathematical models that describe it, a reliable …
Evolutionary algorithms and orthogonal basis for dynamic optimization in L2 space for batch biodiesel production
In this work, a novel methodology for the dynamic optimization of biodiesel batch production
is developed. Two problem statements are carried out. In the first approach, only the final …
is developed. Two problem statements are carried out. In the first approach, only the final …
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 …
nonlinear systems. The methodology is based on the Fourier series and orthonormal …
State estimation and nonlinear tracking control simulation approach. Application to a bioethanol production system
Tracking control of specific variables is key to achieve a proper fermentation. This paper
analyzes a fed-batch bioethanol production process. For this system, a controller design …
analyzes a fed-batch bioethanol production process. For this system, a controller design …
Fermentation monitoring by Bayesian states estimators. Application to red wines elaboration
Winemakers must understand all chemical aspects involved and make the right decisions to
obtain a high quality product. In a winemaking process, the tracking and control of certain …
obtain a high quality product. In a winemaking process, the tracking and control of certain …
Additive Uncertainty Consideration for Nonlinear and Multivariable Bioprocess Control
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 …
products obtained from them and their possibility of making environmentally friendly some …
Linear Algebra-Based Controller Implementation Issues
In this chapter, the advantages of using this methodology to design the tracking control for
nonlinear processes is first summarized, and later on, some issues and critical drawbacks …
nonlinear processes is first summarized, and later on, some issues and critical drawbacks …
Nonlinear Control for Bioprocesses with Model Uncertainties and External Disturbances
In this paper, a new alternative for profiles tracking control considering additive uncertainties
is proposed. Based on a previously presented work about a nonlinear and multivariable …
is proposed. Based on a previously presented work about a nonlinear and multivariable …