González Martínez, José María(Universitat Politècnica de València, 2015-10-07)
[EN] This thesis is aimed to study the implications of the statistical modeling approaches proposed for the bilinear modeling of batch processes, develop new techniques to overcome some of the problems that have not been ...
González Martínez, José María; Camacho Páez, José; Ferrer, Alberto(Wiley, 2014-01)
A paramount aspect in the development of a model for a monitoring system is the so-called parameter stability. This is inversely related to the uncertainty, i.e., the variance in the parameters estimates. Noise affects the ...
González Martínez, José María; Vitale, Raffaele; de Noord, Onno E.; Ferrer, Alberto(American Chemical Society, 2014-03-19)
There is a widespread assumption that batch synchronization is only required if the batch trajectories have different duration. This paper is devoted to demonstrate that synchronization is a critical and necessary preliminary ...
[EN] Within the emergent field of Systems Biology, mathematical models obtained from physical chemical laws (the so-called first principles-based models) of microbial systems are employed to discern the principles that ...
Andrés Ruiz, Antonio(Universitat Politècnica de València, 2019-01-16)
Este trabajo pretende desarrollar modelos adaptivos basados en métodos de proyección sobre estructuras latentes que atenúan las limitaciones de las técnicas clásicas de monitorización sobre procesos no estacionarios. Las ...
González Martínez, José María; de Noord, Onno; Ferrer, Alberto(Wiley, 2014-05)
Batch synchronization has been widely misunderstood as being only needed when variable trajectories have uneven
length. Batch data are actually considered not synchronized when the key process events do not occur at ...
González Martínez, Jose María; Camacho Paez, Jose; Ferrer, Alberto(Elsevier, 2018-12-15)
[EN] A novel user-friendly graphical interface for process understanding, monitoring and troubleshooting has been developed as a freely available MATLAB toolbox, called the MultiVariate Batch (MVBatch) Toolbox. The main ...
González Martínez, José María; Ferrer Riquelme, Alberto José; Westerhuis, Johan A.(Elsevier, 2011-02-15)
This paper addresses the real-time monitoring of batch processes with multiple different local time trajectories of variables measured during the process run. For Unfold Principal Component Analysis (U-PCA)—or Unfold Partial ...