2015
DOI: 10.1002/2014wr016696
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Output‐feedback control of combined sewer networks through receding horizon control with moving horizon estimation

Abstract: An output‐feedback control strategy for pollution mitigation in combined sewer networks is presented. The proposed strategy provides means to apply model‐based predictive control to large‐scale sewer networks, in‐spite of the lack of measurements at most of the network sewers. In previous works, the authors presented a hybrid linear control‐oriented model for sewer networks together with the formulation of Optimal Control Problems (OCP) and State Estimation Problems (SEP). By iteratively solving these problems… Show more

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Cited by 37 publications
(33 citation statements)
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“…The desired trajectory for s k and q k are denoted by x re f k and u re f k . Several established methods can be used to solve the NLP problem, e.g., interior point methods [42][43][44] and genetic algorithms [45,46].…”
Section: Direct Multiple Shooting Methodsmentioning
confidence: 99%
“…The desired trajectory for s k and q k are denoted by x re f k and u re f k . Several established methods can be used to solve the NLP problem, e.g., interior point methods [42][43][44] and genetic algorithms [45,46].…”
Section: Direct Multiple Shooting Methodsmentioning
confidence: 99%
“…For the sake of convenience, the steps are outlined here, while the final system matrices as well as the nonlinear and linearized equations are detailed in the Appendices A and B, respectively. First, the methodology described in [18] must be applied for each reach, and then these partial models (16) are stacked to build the global model. Next, the nonlinear equations of the gates and weirs are linearized around the NNL and Q s values given in Table 1.…”
Section: Control-oriented Modelmentioning
confidence: 99%
“…Indeed, the combination of MPC and MHE has been applied in diverse fields such as autonomous agricultural vehicles [10], unmanned aerial vehicles [11], preventive sensor maintenance [12], airborne wind energy systems [13] and blood glucose regulation [14]. Concerning water systems, the combination of these techniques is not so common, although it has been used for flood prevention in rivers [15] and pollution mitigation for combined sewer networks [16].…”
Section: Introductionmentioning
confidence: 99%
“…Transforming STL constraints into mixed integer linear constraints has been used in Raman et al (2014). Recent works related to this wastewater system consider different models and cope with the design of alternative MPC approaches (Joseph-Duran et al, 2015). Our work is distinct from the previous works on wastewater systems in 1) considering uncertainty in the amount of precipitation both in the model and in the controller design; 2) employing STL to encode desired properties of the closed-loop trajectories; and 3) providing a method for computing an approximate solution of the formulated optimization problem.…”
Section: Introductionmentioning
confidence: 99%