J.P. Arango, L. Etienne, E. Duviella, K. Langueh, P. Segovia and V. Puig. An observer-based tracking controller for one sided Lipschitz – quadratically inner bounded perturbed nonlinear systems. International Journal of Systems Science: 1–12, 2026, to appear.

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L. Romero, P. Irofti, F. Stoican and V. Puig. Dual unscented Kalman filter architecture for sensor fusion in water networks leak localization. IEEE Transactions on Control Systems Technology, 34(1): 343-354, 2026.

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M. Zhou, J. Wang, Y. Shi, Z. Wang and V. Puig. Remaining useful life prediction of rolling bearings based on adaptive continuous deep belief networks and improved kernel extreme learning machine. International Journal of Adaptive Control and Signal Processing, 39(7): 1533-1547, 2025.

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M.A. Medrano-Diaz, H. Rodríguez, V. Puig, J.J. Flores, R. López and C. Lara-Álvarez. A deep learning approach for image time series forecasting: Study case, United States drought monitor. Engineering Applications of Artificial Intelligence, 158(111346), 2025.

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P.S. Pereira, P.H. Silva, M.J. Lacerda, V. Puig and R. Martinez Palhares. A distributed gain-scheduled observer-based approach for the practical consensus of LPV multi-agent systems. Automatica, 177(112353), 2025.

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J.P. Arango, E. Duviella, L. Etienne, K. Langueh, P. Segovia and V. Puig. Unknown Input Observer design for LPV OSL-QIB nonlinear systems. IFAC-PapersOnLine, 59(15): 103-108, 2025.

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M. Zhou, Y. Zhang, J. Wang, T. Raïssi and V. Puig. Robust fault detection method based on interval neural networks optimized by ellipsoid bundles. Automatica, 176: 112233, 2025.

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M. Witczakc, D. Rotondo, M. Pazera and V. Puig. Output-feedback integrated fault-tolerant control for discrete-time systems subject to input and state constraints. European Journal of Control, 86: 101375, 2025.

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R. Nasri, J. Jamii, M. Mansouri, Z. Affi and V. Puig. A novel data-driven MPC framework using KDE and KPCA for autonomous vehicles. IEEE Access, 13: 109638-109656, 2025.

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A. Vázquez, P. Segovia and V. Puig. Optimal regional water network management in drought conditions: the Catalonia case study, 2025 IFAC Workshop on Control Methods for Water Resource Systems, 2025, Douai (France), pp. 56-61.

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Develop Planning and control for autonomous vehicles based on learning methods

Student:

Mohammad Sheikhsamad

Started:

18/03/2021

Description Info

Job-shop scheduling with limited-capacity buffers using Artificial Intelligence approaches

Student:

Javier Pedrosa Alias

Started:

18/03/2022

Description Info