Ramón Vilanova

Universitat Autònoma de Barcelona — Spain

Engineering · Physical Sciences

36h-index5.0kcitations459works2.72yr avg
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Research Topics

Advanced Control Systems Optimization(241), Advanced Control Systems Design(192), Extremum Seeking Control Systems(105), Fault Detection and Control Systems(83), Wastewater Treatment and Nitrogen Removal(68)

Publications459 total

LSTM-Based Neural Network Controllers as Drop-In Replacements for PI Controllers in a Wastewater Treatment Plant
Applied Sciences·2025Open Access
PROGRAMAS DE EXERCÍCIOS FÍSICOS PARA PROMOÇÃO DA SAÚDE DE TRABALHADORES EM AMBIENTES DE ESCRITÓRIOS: FISIOTERAPIA NO TRABALHO
Revista Brasileira de Saúde·2025Open Access
Enhanced Scheduled Sampling Training Framework for ANN-Based PID Control of a Continuous Stirred-Tank Reactor
2025
Hardware-In-the-Loop Simulation of BSM1 Using Speedgoat for Evaluating ANN-Based Control Strategies
2025· 1 cited
Enhancement Review of the Collective Self-Consumption based Energy Communities: Insights from a Spain-based Case
2025
Online Bayesian Inference for Real-Time PV Forecasting and Efficiency Estimation
2025
Optimizing Energy Allocation with the CEC-UAB Simulator: Forecasting Comparison
2025
Advancements in Decentralized FOPID Control for TITO Systems via Reduced-Order Model-Based Design: A Case Study
2025
Predicting transfer learning suitability in ANN-based control of FOPDT industrial processes
Journal of Process Control·2025Open Access
Interpretable machine learning model for temperature prediction in coal pulverizer of thermal power plants
International Journal of Coal Preparation and Utilization·2025· 2 cited
Improving hierarchical ammonium control operation in wastewater treatment with non-ideal sensors and actuators using filters, adaptive control and measurement error prediction
Systems Science & Control Engineering·2025Open Access
Adapting WWTP performance to seasonality and climate change: Temperature-driven strategies for enhanced nitrogen removal
Process Safety and Environmental Protection·2025· 6 citedOpen Access
Impacto da adesão ao tratamento inalatório e do uso de biológicos no controle das exacerbações da asma
Contribuciones a las Ciencias Sociales·2025Open Access
A Benchmark for Plant-Wide Optimization and Control of Activated Sludge Wastewater Treatment Plants
Advances in industrial control·2025
The Synergy Between Digital Twin, Machine Learning, and Control Technologies in Water Supply Systems: A Critical Literature Review
IEEE Access·2025Open Access
Extension of Integrating Process FOPID Tuning Rules with Performance Degradation in Servo/Regulatory Modes Approach
2024· 1 cited
Fault-tolerant Model Predictive Control to Enhance Heat Usage in a Batch Reactor containing Di-Cumyl-Peroxide
2024
Integrated urban wastewater system operation: Performance evaluation and sewer network's operation implications
Water Science & Technology·2024· 2 citedOpen Access
Scheduled Sampling Training Framework for ANN-Based PID Control
2024· 2 cited
Influencia de la temperatura y las acciones de control en las reacciones biológicas del proceso de fangos activados
Jornadas de Automática·2024Open Access
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Frequent Co-authors

C. Pedret(10), Víctor M. Alfaro(10), O. Arrieta(10), Ignacio Santín(9), Antonio Visioli(7), Montse Meneses(5), S. Alcántara(4), José López Vicario(4), Marian Barbu(4), Ivan Pisa(3), Antoni Morell(3), Fabrizio Padula(3), Pulakraj Aryan(3), G. Lloyds Raja(3), Silvana Revollar(2), Pastora Vega(2), Mario Francisco(2), Helem Sabina Sánchez(2), José David Rojas(2), Asier Ibeas(2)