2017
DOI: 10.1016/j.ifacol.2017.08.1167
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A simple and efficient feedback control strategy for wastewater denitrification

Abstract: Due to severe mathematical modeling and calibration difficulties open-loop feedforward control is mainly employed today for wastewater denitrification, which is a key ecological issue. In order to improve the resulting poor performances a new model-free control setting and its corresponding "intelligent" controller are introduced. The pitfall of regulating two output variables via a single input variable is overcome by introducing also an open-loop knowledgebased control deduced from the plant behavior. Severa… Show more

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Cited by 21 publications
(12 citation statements)
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“…The literature presents some particular control algorithms that do not rely on modeling. For instance, the model-free control (MFC) approach proposed by Fliess and Join 29 has been successfully illustrated in different concrete case-studies varying from wastewater denitrification, 30 nanopositioning of piezoelectric systems 31 up to inflammation resolution in biomedical applications, 32 see also its references for additional case-study examples and supplementary information. Some research works based on MFC techniques have led to patents, such as Join et al 33 and Abouaı¨ssa et al 34 This control approach has been applied in the aerospace field 35,36 and, except for our previous work, it has never been applied on hybrid MAVs which is an additional motivation for the development of our research project.…”
Section: Literature Reviewmentioning
confidence: 99%
See 1 more Smart Citation
“…The literature presents some particular control algorithms that do not rely on modeling. For instance, the model-free control (MFC) approach proposed by Fliess and Join 29 has been successfully illustrated in different concrete case-studies varying from wastewater denitrification, 30 nanopositioning of piezoelectric systems 31 up to inflammation resolution in biomedical applications, 32 see also its references for additional case-study examples and supplementary information. Some research works based on MFC techniques have led to patents, such as Join et al 33 and Abouaı¨ssa et al 34 This control approach has been applied in the aerospace field 35,36 and, except for our previous work, it has never been applied on hybrid MAVs which is an additional motivation for the development of our research project.…”
Section: Literature Reviewmentioning
confidence: 99%
“…Based on such estimator, it is possible to design a robust controller that estimates the system dynamics on-line by a piece-wise functionF y ðtÞ periodically updated for each measure of y m ðtÞ and u(t). According to Figure 5, (30) where n y ðtÞ ¼ y m ðtÞ À y sp ðtÞ represents the tracking error and uðtÞ is the closed-loop command of a feedback controller Kðn y ðtÞÞ, usually defined as a proportional (P), proportional-derivative (PD) or even so as proportional-integral-derivative (PID) gains. In this paper, the feedback controller was composed of proportional K p and derivative K d gains.…”
Section: Mfc Principlesmentioning
confidence: 99%
“…À titre d'exemple, on peut citer : les commandes de barrages hydroélectriques (JOIN et al, 2010), d'alliages à mémoire de forme (GEDOUIN et al, 2011), de manipulateurs flexibles (AGEE et al, 2015), de serres agricoles (LAFONT et al, 2015), et de certains convertisseurs (CAO et al, 2016). Mentionnons enfin la facilité et le coût faible de la mise en oeuvre matérielle (JOIN et al, 2013;JOIN et al, 2017). Le lecteur intéressé par la CSM trouvera en FLIESS et JOIN (2013) tous les développements nécessaires à une meilleure compréhension.…”
Section: Evolution Of No 2 Concentrations In the Seine River From Merunclassified
“…The absence of nitrite/nitrate/oxygen, however, if large quantities of organic matter exist, causes the production of sulfides (such as hydrogen sulfide) which are also extremely toxic [9]. Although nitrate control has been addressed many times regarding municipal wastewater treatment, its application in the context of RAS is not widespread [7,[10][11][12]. A multivariable PID control, manipulating recirculation flowrates and aeration to control nitrate levels is proposed in [12] while an online control strategy/algorithm optimizing a denitrification biofilter through carbon dosage and backwash is shown in [7].…”
Section: Introductionmentioning
confidence: 99%