Publications (60)

2023

  1. Deep Reinforcement Learning Agent for Negotiation in Multi-Agent Cooperative Distributed Predictive Control

    Applied Sciences (Switzerland), Vol. 13, Núm. 4

  2. Intelligent Control of Wastewater Treatment Plants Based on Model-Free Deep Reinforcement Learning

    Processes, Vol. 11, Núm. 8

  3. Optimal Operation of a Benchmark Simulation Model for Sewer Networks Using a Qualitative Distributed Model Predictive Control Algorithm

    Processes, Vol. 11, Núm. 5

2021

  1. Eco-efficiency assessment of control actions in wastewater treatment plants

    Water (Switzerland), Vol. 13, Núm. 5

  2. Hierarchical distributed model predictive control based on fuzzy negotiation

    Expert Systems with Applications, Vol. 176

  3. Robust Coalitional Model Predictive Control with Predicted Topology Transitions

    IEEE Transactions on Control of Network Systems, Vol. 8, Núm. 4, pp. 1869-1880

2020

  1. Activated Sludge Process control strategy based on the dynamic analysis of environmental costs

    2020 24th International Conference on System Theory, Control and Computing, ICSTCC 2020 - Proceedings

  2. Coalitional MPC with predicted topology transitions

    IFAC-PapersOnLine

  3. Collaborative control applied to bsm1 for wastewater treatment plants

    Processes, Vol. 8, Núm. 11, pp. 1-22

  4. Distributed model predictive control applied to a sewer system

    Processes, Vol. 8, Núm. 12, pp. 1-27

  5. Quantifying the benefit of a dynamic performance assessment of WWTP

    Processes, Vol. 8, Núm. 2

  6. Wastewater treatment plant operation: Simple control schemes with a holistic perspective

    Sustainability (Switzerland), Vol. 12, Núm. 3

2019

  1. Control predictivo centralizado y distribuido de una red de recogida de aguas residuales

    XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019

  2. Influence of fuzzy layer in distributed control structure applied to four coupled tanks

    4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings

  3. Multi-agent distributed model predictive control with fuzzy negotiation

    Expert Systems with Applications, Vol. 129, pp. 68-83

2018

  1. A constrained closed loop MPC based on positive invariance concept for a wastewater treatment plant

    International Journal of Systems Science, Vol. 49, Núm. 10, pp. 2101-2115

  2. A hierachical Plant wide operation in wastewater treatment plants: Overall efficiency index control and event-based reference management

    2018 22nd International Conference on System Theory, Control and Computing, ICSTCC 2018 - Proceedings

  3. One layer nonlinear economic closed-loop generalized predictive control for a wastewater treatment plant

    Applied Sciences (Switzerland), Vol. 8, Núm. 5

  4. Optimización dinámica de plantas de tratamiento de aguas residuales usando control predictivo económico

    XXXIX Jornadas de Automática: actas. Badajoz, 5-7 de septiembre de 2018

  5. PI Dissolved Oxygen control in wastewater treatment plants for plantwide nitrogen removal efficiency

    IFAC-PapersOnLine, Vol. 51, Núm. 4, pp. 450-455