Exploració per autor "Grosso Pérez, Juan Manuel"
Ara es mostren els items 1-14 de 14
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A distributed predictive control approach for periodic flow-based networks: application to drinking water systems
Grosso Pérez, Juan Manuel; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç (2017-09-01)
Article
Accés obertThis paper proposes a distributed model predictive control approach designed to work in a cooperative manner for controlling flow-based networks showing periodic behaviours. Under this distributed approach, local controllers ... -
A service reliability model predictive control with dynamic safety stocks and actuators health monitoring for drinking water networks
Grosso Pérez, Juan Manuel; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç (2012)
Text en actes de congrés
Accés obertThis paper presents a model predictive control strategy to assure reliability in drinking water networks given a customer service level and a forecasting demand. The underlying idea concerns a two-layer hierarchical control ... -
Adaptive multilevel neuro-fuzzy model predictive control for drinking water networks
Grosso Pérez, Juan Manuel; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç (2012)
Text en actes de congrés
Accés restringit per acord de confidencialitatThis paper presents a constrained Model Predictive Control (MPC) strategy enriched with soft-control techniques as neural networks and fuzzy logic, to incorporate self-tuning capabilities and reliability aspects for drinking ... -
Chance-constrained model predictive control for drinking water networks
Grosso Pérez, Juan Manuel; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç; Joseph Duran, Bernat (2014-05-01)
Article
Accés obertThis paper addresses a chance-constrained model predictive control (CC-MPC) strategy for the management of drinking water networks (DWNs) based on a finite horizon stochastic optimisation problem with joint probabilistic ... -
Economic MPC for the management of drinking water networks
Grosso Pérez, Juan Manuel; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç; Limón Marruedo, Daniel; Pereira, Mario (Institute of Electrical and Electronics Engineers (IEEE), 2014)
Text en actes de congrés
Accés obertThis paper addresses the management of drinking water networks (DWNs) regarding a multi-objective cost function by means of economically-oriented model predictive control (EMPC) strategies. Specifically, assuming the water ... -
Learning-based tuning of supervisory model predictive control for drinking water networks
Grosso Pérez, Juan Manuel; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç (2013)
Article
Accés obertThis paper presents a constrained Model Predictive Control (MPC) strategy enriched with soft-control techniques as neural networks and fuzzy logic, to incorporate self-tuning capabilities and reliability aspects for the ... -
Non-centralized predictive control for drinking-water supply systems
Grosso Pérez, Juan Manuel; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç (Springer, 2017)
Capítol de llibre
Accés obertThis book presents a set of approaches for the real-time monitoring and control of drinking-water networks based on advanced information and communication technologies. It shows the reader how to achieve significant ... -
On model predictive control for economic and robust operation of generalised flow-based networks
Grosso Pérez, Juan Manuel (Universitat Politècnica de Catalunya, 2015-03-26)
Tesi
Accés obertThis thesis is devoted to design Model Predictive Control (MPC) strategies aiming to enhance the management of constrained generalised flow-based networks, with special attention to the economic optimisation and robust ... -
On the assessment of tree-based and chance-constrained predictive control approaches applied to drinking water networks
Grosso Pérez, Juan Manuel; Maestre Torreblanca, José María; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç (International Federation of Automatic Control (IFAC), 2014)
Text en actes de congrés
Accés obertWater systems are a challenging problem because of their size and exposure to uncertain influences such as the unknown demands or the meteorological phenomena. In this paper, two different stochastic programming approaches ... -
Reliability-based economic model predictive control for generalized flow-based networks including actuators' health-aware capabilities
Grosso Pérez, Juan Manuel; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç (2016)
Article
Accés obertThis paper proposes a reliability-based economic model predictive control (MPC) strategy for the management of generalized flow-based networks, integrating some ideas on network service reliability, dynamic safety stock ... -
Single-layer economic model predictive control for periodic operation
Limón Marruedo, Daniel; Pereira Martin, Mario; Muñoz de la Peña, David; Álamo Cantarero, Teodoro; Grosso Pérez, Juan Manuel (2014)
Article
Accés obertIn this paper we consider periodic optimal operation of constrained periodic linear systems. We propose an economic model predictive controller based on a single layer that unites dynamic real time optimization and control. ... -
Stochastic model predictive control approaches applied to drinking water networks
Grosso Pérez, Juan Manuel; Velarde, Pablo; Ocampo-Martínez, Carlos; Maestre Torreblanca, José María; Puig Cayuela, Vicenç (2017-07-01)
Article
Accés obertControl of drinking water networks is an arduous task, given their size and the presence of uncertainty in water demand. It is necessary to impose different constraints for ensuring a reliable water supply in the most ... -
Stochastic model predictive control for water transport networks with demand forecast uncertainty
Grosso Pérez, Juan Manuel; Ocampo-Martínez, Carlos; Puig Cayuela, Vicenç (Springer, 2017)
Capítol de llibre
Accés obertThis book presents a set of approaches for the real-time monitoring and control of drinking-water networks based on advanced information and communication technologies. It shows the reader how to achieve significant ... -
Water demand forecasting for the optimal operation of large-scale drinking water networks: the Barcelona case study
Sampathirao, Ajay Kumar; Grosso Pérez, Juan Manuel; Sopasakis, Pantelis; Ocampo-Martínez, Carlos; Bemporad, Alberto; Puig Cayuela, Vicenç (International Federation of Automatic Control (IFAC), 2014)
Text en actes de congrés
Accés obertDrinking Water Networks (DWN) are large-scale multiple-input multiple-output systems with uncertain disturbances (such as the water demand from the consumers) and involve components of linear, non-linear and switching ...