Fredy Ruíz

Politecnico di Milano — Italy

Engineering · Physical Sciences

21h-index1.2kcitations147works1.52yr avg
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Research Topics

Smart Grid Energy Management(39), Control Systems and Identification(30), Electric Vehicles and Infrastructure(28), Fault Detection and Control Systems(24), Advanced Control Systems Optimization(22)

Publications147 total

Sparse nonlinear identification for control-oriented modeling of an organic Rankine cycle system
Control Engineering Practice·2026Open Access
Photovoltaic Generation Prediction using a Weather-Forecast-Aware Autoformer
2025Open Access
Open source algorithms for maximizing V2G flexibility based on model predictive control
Electric Power Systems Research·2025· 1 citedOpen Access
Learning-based Predictive Control for Acid Flue Gas Abatement in Waste to Energy Plant
2025
Efficient Learning Control through Zonotopic Set Membership Estimation and Scenario MPC<sup>*</sup>
2025
Modeling approaches for data-driven model predictive control of acid gases in waste-to-energy plants
Waste Management·2025· 6 citedOpen Access
Residential Demand Response Enrollment Scenarios: A Geospatial Case Study of Finland
2025
Automatic Learning-Based Calibration of Assisted Motorcycle Gearshift: A Comparative Study
IEEE Transactions on Control Systems Technology·2025
Data-Driven Controller Tuning for Battery Energy Storage Systems: A Set-Membership Approach
IEEE Transactions on Control Systems Technology·2025
Aggregator decision analysis in residential demand response under uncertain consumer behavior
Journal of Cleaner Production·2025· 6 citedOpen Access
Data-Driven Controller Tuning for MIMO Systems: A Set-Membership Approach
IEEE Control Systems Letters·2025· 1 citedOpen Access
Adaptive Scenario-Based Predictive Control: A Set Membership Learning Approach
IFAC-PapersOnLine·2025Open Access
Set Membership Adaptive Non Parametric Identification of Non-Linear Systems
IEEE Access·2025· 2 citedOpen Access
Distributed Virtual Power Plant Optimization via Scenario Approach
IFAC-PapersOnLine·2025Open Access
Adaptive Set Membership Photovoltaic Energy Generation Forecasting
IFAC-PapersOnLine·2025Open Access
Distributed Stochastic Optimisation with Uncertain Coupling Constraints
2024· 1 cited
Multi-Agent Global Optimization with Decision Variable Coupling
2024
Consumer enrollment in residential demand response: Implications across diverse societies
2024
Addressing myths of residential consumers regarding demand response*
2024
Joint Occupancy and Load Profile Prediction for Electric Vehicle Charging Stations
2024
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Frequent Co-authors

Diego Patiño(10), Giambattista Gruosso(8), Cesar Diaz-Londono(8), José Vuelvas(6), Carlo Novara(6), Araavind Sridhar(5), Samuli Honkapuro(5), Salla Annala(5), Annika Wolff(5), Mario Milanese(5), Gianfranco Chicco(4), Andrea Mazza(4), Lorenzo Fagiano(4), Jan Stoklasa(3), Michele Taragna(3), M. Milanese(3), Freddy Valderrama(2), Antti Rautiainen(2), Lorenzo Sabug(2), Giancarlo Storti Gajani(2)