On the design of linear virtual sensors for low cost vehicle stability control. - Massimo Canale; Lorenzo Fagiano; Fredy Ruiz; Maria Carmela Signorile (CCA, 2008)

A study on the use of virtual sensors in vehicle control. - Massimo Canale; Lorenzo Fagiano; Fredy Ruiz; Maria Carmela Signorile (CDC, 2008)

Direct identification of optimal filters for LPV systems. - Carlo Novara; Fredy Ruiz; Mario Milanese (CDC, 2008)

A new approach to optimal filter design for nonlinear systems. - Carlo Novara; Fredy Ruiz; Mario Milanese (CDC, 2009)

Direct data-driven filter design for automotive controlled suspensions. - Fredy Ruiz; Michele Taragna; Mario Milanese (ECC, 2009)

Direct data-driven filter design for uncertain LTI systems with bounded noise. - Mario Milanese; Fredy Ruiz; Michele Taragna (Autom., 2010)

Direct design from data of optimal filters for LPV systems. - Fredy Ruiz; Carlo Novara; Mario Milanese (Syst. Control. Lett., 2010)

Uncertainty model analysis for MISO systems Set-Membership identification. - Luis C. Jimenez; Fredy Ruiz (LARC, 2011)

Cascade monitoring of temperature and dissolved oxygen in the growth of pichia pastoris in a bioreactor. - Juan Medina; Fredy Ruiz (LARC, 2011)

Multivariable estimation of a web winding system. - Jose Vuelvas; Jonatan Urrego; Fredy Ruiz (LARC, 2011)

A methodology for LPV control of web winding systems. - Jose Vuelvas; Jonatan Urrego; Fredy Ruiz (LARC, 2011)

Direct Identification of Optimal SM-LPV Filters and Application to Vehicle Yaw Rate Estimation. - Carlo Novara; Fredy Ruiz; Mario Milanese (IEEE Trans. Control. Syst. Technol., 2011)

Robustly optimal filter design for nonlinear systems. - Carlo Novara; Fredy Ruiz; Mario Milanese (CDC, 2012)

Direct Filtering: A New Approach to Optimal Filter Design for Nonlinear Systems. - Carlo Novara; Fredy Ruiz; Mario Milanese (IEEE Trans. Autom. Control., 2013)

Controller design from data under UBB noise. - Freddy Valderrama; Fredy Ruiz (ACC, 2014)

Nonlinear identification and control of Organic Rankine Cycle systems using sparse polynomial models. - Andres Hernandez; Fredy Ruiz; Adriano Desideri; Clara M. Ionescu; Sylvain Quoilin; Vincent Lemort; Robin De Keyser (CCA, 2016)

Analysis of water booster pressure systems as dispatchable loads in smart-grids. - Cesar Diaz; Fredy Ruiz; Diego Patiño 001 (ISGT Europe, 2017)

Smart Charge of an Electric Vehicles Station: A Model Predictive Control Approach. - Cesar Diaz; Fredy Ruiz; Diego Patiño 001 (CCTA, 2018)

A contract for demand response based on probability of call. - Jose Vuelvas; Fredy Ruiz; Giambattista Gruosso (ICIT, 2018)

An optimal control approach to steam distillation of essential oils from aromatic plants. - Freddy Valderrama; Fredy Ruiz (Comput. Chem. Eng., 2018)

Rational consumer decisions in a peak time rebate program. - José Vuelvas; Fredy Ruiz (CoRR, 2018)

A novel incentive-based demand response model for Cournot competition in electricity markets. - José Vuelvas; Fredy Ruiz (CoRR, 2018)

Limiting gaming opportunities on incentive-based demand response programs. - José Vuelvas; Fredy Ruiz; Giambattista Gruosso (CoRR, 2018)

Evaluation of Set-Membership Approaches for Data-Driven Tuning of Two-Degree-of-Freedom Controllers. - Freddy Valderrama; Fredy Ruiz; Diego Patiño 001 (ACC, 2019)

Two wheels electric vehicle modelling: Parameters sensitivity analysis. - Yesid Bello; Toufik Azib; Chérif Larouci; Moussa Boukhnifer; Nassim Rizoug; Diego Patiño 001; Fredy Ruiz (CoDIT, 2019)

Thermal Impact on Powertrain Efficiency Improvement for Two Wheels Electric Vehicle. - Yesid Bello; Toufik Azib; Chérif Larouci; Moussa Boukhnifer; Nassim Rizoug; Diego Patiño 001; Fredy Ruiz (IECON, 2019)

On the use of Set Membership theory for global optimization of black-box functions. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (CDC, 2020)

Forecast-Based V2G Aggregation Model for Day-Ahead and Real-Time Operations. - Francesco Giordano; Francesco Arrigo; Cesar Diaz-Londono; Filippo Spertino; Fredy Ruiz (ISGT, 2020)

Model-reference design of fixed-order controllers for Brake-By-Wire actuators. - Giorgio Riva; Fredy Ruiz; Simone Formentin; Sergio M. Savaresi (ACC, 2021)

Trading-off safety, exploration, and exploitation in learning-based optimization: a Set Membership approach. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (CDC, 2021)

A Digital Twin for Analysis of Radiation Heating in Thermoforming Processes. - Enrico Spateri; Fredy Ruiz; Giambattista Gruosso (IECON, 2021)

Limited Complexity Predictive Controller for Load Management in Isolated Photo-voltaic Systems. - D. Zamudio; Alberto Córdoba; Fredy Ruiz; Diego Patiño 001; Rafael Diez; Gabriel Perilla (MED, 2021)

SMGO: A set membership approach to data-driven global optimization. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (Autom., 2021)

Limited-complexity controller tuning: A set membership data-driven approach. - Freddy Valderrama; Fredy Ruiz (Eur. J. Control, 2021)

Stackelberg Population Dynamics: A Predictive-Sensitivity Approach. - Eduardo Mojica-Nava; Fredy Ruiz (Games, 2021)

Direct control design using a Set Membership-based black-box optimization approach. - Raffaele Galbiati; Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (CCTA, 2022)

Fully Distributed Energy Management for Networked Microgrids with ADMM. - Oscar I. Parra; Eduardo Mojica-Nava; Fredy Ruiz (CCTA, 2022)

Demand Response Contract Management Model. - Pedro Nel Ovalle; José Vuelvas; Arturo Fajardo; Carlos Correa; Fredy Ruiz (ISGT-Europe, 2022)

SMGO-Δ: Balancing caution and reward in global optimization with black-box constraints. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (Inf. Sci., 2022)

Trajectory Planning for Tethered Robots in Uncertain Environments. - Pedro Henrique Gomes Dos Santos; Fredy Ruiz; Lorenzo Fagiano (CoDIT, 2023)

A Distributed Day-Ahead Dispatch for Networked Micro-Grids Considering Battery Aging. - Andres Cordoba-Pacheco; Fredy Ruiz (ECC, 2023)

The impact of an energy crisis on the residential consumers' consumption behavior based on a Finnish case study. - Araavind Sridhar; Samuli Honkapuro; Fredy Ruiz; Salla Annala; Annika Wolff (ISGT EUROPE, 2023)

Fully Distributed Transactive Control Considering Pricing Dynamics and Network Constraints. - Eduardo Mojica-Nava; Fredy Ruiz; Eder Baron-Prada (IEEE Trans. Smart Grid, 2023)

Controlling the Exploitation/Exploration Trade-Off in Global Optimization: A Set Membership Approach. - Mattia Alborghetti; Giulio Montecchio; Lorenzo Sabug; Lorenzo Fagiano; Fredy Ruiz (ACC, 2024)

Robust Micro-Grid Energy Management System Through a Scenario Approach. - Alessandro Del Duca; Fredy Ruiz; Riccardo Scattolini (ACC, 2024)

Experimental Data-driven BESS controller tuning: A Set-Membership Approach. - Andres Cordoba-Pacheco; Lorenzo Petrucci; Matteo Filippone; Fredy Ruiz (CCTA, 2024)

Distributed Stochastic Optimisation with Uncertain Coupling Constraints. - Alessandro Del Duca; Fredy Ruiz; Riccardo Scattolini (CDC, 2024)

Multi-Agent Global Optimization with Decision Variable Coupling. - Lorenzo Sabug; Fredy Ruiz; Lorenzo Fagiano (CDC, 2024)

Optimal Energy Management in Multi-Microgrids. A Scenario-Based MPC Approach. - Andres Cordoba-Pacheco; Fredy Ruiz (ECC, 2024)

Consumer enrollment in residential demand response: Implications across diverse societies. - Araavind Sridhar; Samuli Honkapuro; Fredy Ruiz; Jan Stoklasa; Salla Annala; Annika Wolff (ISGT Asia, 2024)

Addressing myths of residential consumers regarding demand response. - Araavind Sridhar; Jan Stoklasa; Samuli Honkapuro; Fredy Ruiz; Salla Annala; Annika Wolff (ISGT EUROPE, 2024)

Joint Occupancy and Load Profile Prediction for Electric Vehicle Charging Stations. - Yuksel Utku Koruturk; Cesar Diaz-Londono; Fredy Ruiz (RTSI, 2024)

Efficient Multiobjective Optimization Framework for Induction Heating Systems Design. - Enrico Spateri; Lorenzo Sabug; Fredy Ruiz; Giambattista Gruosso (IEEE Access, 2024)

A Simulation Tool for V2G Enabled Demand Response Based on Model Predictive Control. - Cesar Diaz-Londono; Stavros Orfanoudakis; Pedro P. Vergara; Peter Palensky; Fredy Ruiz; Giambattista Gruosso (CoRR, 2024)

Sample-Based Trust Region Dynamics in Contextual Global Optimization. - Lorenzo Sabug; Lorenzo Fagiano; Fredy Ruiz (IEEE Control. Syst. Lett., 2024)

Learning-based current estimation for power converters operating in continuous and discontinuous conduction modes. - Gerardo Becerra; Fredy Ruiz; Diego Patiño 001; Minh Tu Pham; Xuefang Lin-Shi (Math. Comput. Simul., 2024)

Set Membership Adaptive Non Parametric Identification of Non-Linear Systems. - Juan Alejandro Castano; Fernando Quevedo; Fredy Ruiz (IEEE Access, 2025)

Data-Driven Controller Tuning for MIMO Systems: A Set-Membership Approach. - Andres Cordoba-Pacheco; Fredy Ruiz (IEEE Control. Syst. Lett., 2025)

Automatic Learning-Based Calibration of Assisted Motorcycle Gearshift: A Comparative Study. - Edoardo Catenaro; Lorenzo Sabug; Giulio Panzani; Davide Sette; Fredy Ruiz; Lorenzo Fagiano; Sergio M. Savaresi (IEEE Trans. Control. Syst. Technol., 2025)

Data-Driven Controller Tuning for Battery Energy Storage Systems: A Set-Membership Approach. - Andres Cordoba-Pacheco; Lorenzo Petrucci; Matteo Filippone; Fredy Ruiz (IEEE Trans. Control. Syst. Technol., 2025)