Hasta el momento, el proyecto ha dado lugar a las siguientes publicaciones:

• Hernández-del-Olmo F, Gaudioso E, Duro N, Dormido R, Gorrotxategi M. Advanced Control by Reinforcement Learning for Wastewater Treatment Plants: A Comparison with Traditional Approaches. Applied Sciences. 2023; 13(8):4752.
• Hernández-del-Olmo F, Gaudioso E, Duro N, Dormido R. Machine Learning Weather Soft-Sensor for Advanced Control of Wastewater Treatment Plants. Sensors. 2019; 19(14):3139.
• Hernández-del-Olmo F., Gaudioso E., Dormido R., Duro N. Tackling the start-up of a reinforcement learning agent for the control of wastewater treatment plants. Knowledge-Based Systems, 2018. 144, pp. 9 – 15.
• Hernández-del-Olmo F, Gaudioso E, Dormido R, Duro N. Energy and Environmental Efficiency for the N-Ammonia Removal Process in Wastewater Treatment Plants by Means of Reinforcement Learning. Energies. 2016; 9(9):755.
• Kandare, G., Viúdez-Moreiras, D., and Hernández-del-Olmo, F. (2012), Adaptive Control of the Oxidation Ditch Reactors in a Wastewater Treatment Plant. International Journal of Adaptive Control and Signal Processing, Vol.26, No. 10, pp. 976-989, ISSN: 1099-1115. https://doi.org/10.1002/acs.2273
• Hernández-del-Olmo, F., Llanes, F.H., Gaudioso, E. An emergent approach for the control of wastewater treatment plants by means of reinforcement learning techniques, Expert Systems with Applications, Volume 39, Issue 3, 2012, Pages 2355-2360, ISSN 0957-4174, https://doi.org/10.1016/j.eswa.2011.08.062.
• F. Hernandez-del-Olmo, E. Gaudioso and A. Nevado, Autonomous Adaptive and Active Tuning Up of the Dissolved Oxygen Setpoint in a Wastewater Treatment Plant Using Reinforcement Learning, in IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), vol. 42, no. 5, pp. 768-774, Sept. 2012, doi: 10.1109/TSMCC.2011.2162401.
• Hernandez-del-Olmo, F., Gaudioso, E. Reinforcement Learning Techniques for the Control of WasteWater Treatment Plants. In: Ferrández, J.M., Álvarez Sánchez, J.R., de la Paz, F., Toledo, F.J. (eds) New Challenges on Bioinspired Applications. IWINAC 2011. Lecture Notes in Computer Science, vol 6687. Springer, Berlin, Heidelberg. (2011). https://doi.org/10.1007/978-3-642-21326-7_24
• Hernández-del-Olmo, F.; Gaudioso, E.; H. Llanes, F.. Autonomous adaptation of the oxygen setpoint in the N-ammonia removal process; Watermatex. 8th IWA Symposium on Systems Analysis and Integrated Assessment. International Water Association. Junio, (2011). San Sebastian, España
• Nevado, A.; Requena, R.; Hernández-del-Olmo, F.; ADaptive predictive EXpert Cascade Control for Ammonia Control in the N-Ammonia Removal Process; Watermatex. 8th IWA Symposium on Systems Analysisand Integrated Assessment. International Water Association. Junio, (2011). San Sebastian, España
• Hernández-del-Olmo, F.; H. Llanes, F.; Gaudioso, E.; An Emergent Approach for Oxygen Control in the N-Ammonia Removal Process; International IWA Conference on Sustainable Solutions for Small Water Systems. International Water Association. Abril, (2010). Gerona, España
• Hernández-del-Olmo, F.; H. Llanes, F.; Artificial Intelligence in Wastewater Systems: An Emergent Approach; 10th IWA Conference on Instrumentation, Control and Automation. International Water Association. Junio, (2009). Cairns, Australia